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Anzahl der Publikationen auf dieser Ebene: 342

2024

Iliadis, Dimitrios ORCID logoORCID: https://orcid.org/0000-0002-3676-5940; Wever, Marcel ORCID logoORCID: https://orcid.org/0000-0001-9782-6818; De Baets, Bernard ORCID logoORCID: https://orcid.org/0000-0002-3876-620X und Waegeman, Willem ORCID logoORCID: https://orcid.org/0000-0002-5950-3003 (November 2024): Hyperparameter optimization of two-branch neural networks in multi-target prediction. In: Applied Soft Computing, Bd. 165: S. 111957

Fischer, Raphael ORCID logoORCID: https://orcid.org/0000-0002-1808-5773; Wever, Marcel ORCID logoORCID: https://orcid.org/0000-0001-9782-6818; Buschjäger, Sebastian ORCID logoORCID: https://orcid.org/0000-0002-2780-3618 und Liebig, Thomas ORCID logoORCID: https://orcid.org/0000-0002-9841-1101 (September 2024): MetaQuRe: Meta-learning from Model Quality and Resource Consumption. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2024), Vilnius, Lithuania, 9. - 13. September 2024. In: Machine Learning and Knowledge Discovery in Databases Part VII, Proc. ECML PKDD 2024, Bd. 14947, Nr. 14947 Springer Cham. S. 209-226

Vahidi, Amihossein; Wimmer, Lisa; Gündüz, Hüseyin Anil; Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Rezaei, Mina (September 2024): Diversified Ensemble of Independent Sub-networks for Robust Self-supervised Representation Learning. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2024), Vilnius, Lithuania, 9. - 13. September 2024. In: Machine Learning and Knowledge Discovery in Databases Part I, LNCS Bd. 14941 Springer Cham. S. 38-55

Fumagalli, Fabian; Muschalik, Maximilian ORCID logoORCID: https://orcid.org/0000-0002-6921-0204; Kolpaczki, Patrick und HÜllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Juli 2024): KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions. 41st International Conference on Machine Learning (ICML 2024), Vienna, Austria, 21. - 27. July 2024. In: Proceedings of the 41st International Conference on Machine Learning, Proceedings of Machine Learning Research Bd. 235 PMLR. S. 14308-14342 [PDF, 1MB]

Herrmann, Moritz ORCID logoORCID: https://orcid.org/0000-0002-4893-5812; Lange, F. Julian D.; Eggensperger, Katharina; Casalicchio, Giuseppe; Wever, Marcel ORCID logoORCID: https://orcid.org/0000-0001-9782-6818; Feurer, Matthias; Rügamer, David ORCID logoORCID: https://orcid.org/0000-0002-8772-9202; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108; Boulesteix, Anne-Laure und Bischl, Bernd (Juli 2024): Position: Why We Must Rethink Empirical Research in Machine Learning. 41st International Conference on Machine Learning (ICML 2024), Vienna, Austria, 21. - 27. July 2024. In: Proceedings of the 41st International Conference on Machine Learning, Proceedings of Machine Learning Research Bd. 235 PMLR. S. 18228-18247 [PDF, 334kB]

Juergens, Mira; Meinert, Nis; Bengs, Viktor ORCID logoORCID: https://orcid.org/0000-0001-6988-6186; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Waegeman, Willem (Juli 2024): Is Epistemic Uncertainty Faithfully Represented by Evidential Deep Learning Methods? 41st International Conference on Machine Learning (ICML 2024), Vienna, Austria, 21. - 27. July 2024. In: Proceedings of the 41st International Conference on Machine Learning, Proceedings of Machine Learning Research Bd. 235 PMLR. S. 22624-22642 [PDF, 8MB]

Löhr, Timo ORCID logoORCID: https://orcid.org/0000-0001-7150-4618; Ingrisch, Michael ORCID logoORCID: https://orcid.org/0000-0003-0268-9078 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Juli 2024): Towards Aleatoric and Epistemic Uncertainty in Medical Image Classification. 22nd International Conference of Artificial Intelligence in Medicine (AIME 2024), Salt Lake City, Utah, USA, 9. - 12. July 2024. In: Artificial Intelligence in Medicine, LNAI Bd. 14845 Springer Cham. S. 145-155

Yusuf, Sale; Bengs, Viktor ORCID logoORCID: https://orcid.org/0000-0001-6988-6186; Caprio, Michele und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Juli 2024): Second-Order Uncertainty Quantification: A Distance-Based Approach. 41st International Conference on Machine Learning (ICML 2024), Vienna, Austria, 21. - 27. July 2024. In: Proceedings of the 41st International Conference on Machine Learning, Proceedings of Machine Learning Research Bd. 235 PMLR. S. 43060-43076 [PDF, 2MB]

IT-Gruppe Geisteswissenschaften, Universitätsbibliothek der LMU München (Hrsg.) (29. Mai 2024): Leitfaden für den Umgang mit Forschungsdaten in den digitalen Geisteswissenschaften an der Ludwig-Maximilians-Universität München (LMU) [Version 1.2]. München [PDF, 282kB]

Bengs, Viktor ORCID logoORCID: https://orcid.org/0000-0001-6988-6186; Haddenhorst, Björn und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Mai 2024): Identifying Copeland Winners in Dueling Bandits with Indifferences. 27th International Conference on Artificial Intelligence and Statistics (AISTATS 2024), Valencia, Spain, 2. - 4. May 2024. In: Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, Proceedings of Machine Learning Research Bd. 238 PMLR. S. 226-234 [PDF, 522kB]

Kolpaczki, Patrick; Muschalik, Maximilian ORCID logoORCID: https://orcid.org/0000-0002-6921-0204; Fumagalli, Fabian ORCID logoORCID: https://orcid.org/0000-0003-3955-3510; Hammer, Barbara ORCID logoORCID: https://orcid.org/0000-0002-0935-5591 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Mai 2024): SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification. 27th International Conference on Artificial Intelligence and Statistics (AISTATS 2024), Valencia, Spain, 2. - 4. May 2024. In: Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, Proceedings of Machine Learning Research Bd. 238 PMLR. S. 3520-3528 [PDF, 8MB]

Vahidi, Amirhossein; Schosser, Simon; Wimmer, Lisa; Li, Yawei; Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Rezaei, Mina (Mai 2024): Probabilistic Self-supervised Representation Learning via Scoring Rules Minimization. 12th International Conference on Learning Representations (ICLR 2024), Vienna, Austria, 7. - 11. May 2024. [PDF, 439kB]

Verwimp, Eli; Aljundi, Rahaf; Ben-David, Shai; Bethge, Matthias; Cossu, Andrea; Gepperth, Alexander; Hayes, Tyler L.; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108; Kanan, Christopher; Kudithipudi, Dhireesha; Lampert, Christoph H.; Mundt, Martin; Pascanu, Razvan; Popescu, Adrian; Tolias, Andreas S.; van de Weijer, Joost; Liu, Bing; Lomonaco, Vincenzo; Tuytelaars, Tinne und van de Ven, Gido M. (März 2024): Continual Learning: Applications and the Road Forward. In: Transactions on Machine Learning Research [PDF, 1MB]

PROFiL, Schreibzentrum der Ludwig-Maximilians-Universität München (Hrsg.) (2024): Frag doch ChatGPT?! Eine praxisorientierte Handreichung für den gekonnten Umgang mit KI-Sprachmodellen in der Hochschulbildung. München: Ludwig-Maximilians-Universität München [PDF, 24MB]

Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729; Hartmann, Jochen ORCID logoORCID: https://orcid.org/0000-0002-1178-8708; Janiesch, Christian ORCID logoORCID: https://orcid.org/0000-0002-8050-123X und Zschech, Patrick ORCID logoORCID: https://orcid.org/0000-0002-1105-8086 (2024): Generative AI. In: Business & Information Systems Engineering, Bd. 66, Nr. 1: S. 111-126 [PDF, 1MB]

Gabler, Laura ORCID logoORCID: https://orcid.org/0000-0001-7905-4957 und Ufer, Stefan ORCID logoORCID: https://orcid.org/0000-0002-3187-3459 (2024): Training flexibility in dealing with additive situations. In: Learning and Instruction, Bd. 92, 101902 [PDF, 3MB]

Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Słowiński, Roman ORCID logoORCID: https://orcid.org/0000-0002-5200-7795 (2024): Preference learning and multiple criteria decision aiding: differences, commonalities, and synergies—part II. In: 4OR - A Quarterly Journal of Operations Research, Bd. 22, Nr. 3: S. 313-349 [PDF, 654kB]

Mayer, Elisabeth ORCID logoORCID: https://orcid.org/0000-0002-2551-0846; Odaker, Thomas ORCID logoORCID: https://orcid.org/0000-0003-0675-8675; Kolb, Daniel ORCID logoORCID: https://orcid.org/0000-0001-9645-3319; Müller, Simone ORCID logoORCID: https://orcid.org/0000-0001-5830-8655 und Kranzlmüller, Dieter ORCID logoORCID: https://orcid.org/0000-0002-8319-0123 (2024): LED CAVE - New Dimensions for Large-scale Immersive Installations. 2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW), Orlando, FL, USA, March 16-21, 2024. In: 2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW), IEEE. [PDF, 39MB]

Müller, Simone; Kolb, Daniel ORCID logoORCID: https://orcid.org/0000-0001-9645-3319; Müller, Matthias und Kranzlmüller, Dieter (2024): AI-based Density Recognition. In: Computer Science Research Notes, Bd. 3401, Nr. 1: S. 227-236 [PDF, 2MB]

Nalenz, Malte ORCID logoORCID: https://orcid.org/0000-0003-3439-4469; Rodemann, Julian und Augustin, Thomas (2024): Learning de-biased regression trees and forests from complex samples. In: Machine Learning, Bd. 113: S. 3379-3398 [PDF, 1MB]

Schalk, Daniel; Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980 und Rügamer, David ORCID logoORCID: https://orcid.org/0000-0002-8772-9202 (2024): Privacy-preserving and lossless distributed estimation of high-dimensional generalized additive mixed models. In: Statistics and Computing, Bd. 34, Nr. 1, 31 [PDF, 835kB]

Seeliger, Arne ORCID logoORCID: https://orcid.org/0000-0001-7127-8104; Weibel, Raphael P. ORCID logoORCID: https://orcid.org/0000-0002-8854-7507 und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2024): Context-Adaptive Visual Cues for Safe Navigation in Augmented Reality Using Machine Learning. In: International Journal of Human–Computer Interaction, Bd. 40, Nr. 3: S. 761-781 [PDF, 3MB]

TeBlunthuis, Nathan ORCID logoORCID: https://orcid.org/0000-0002-3333-5013; Hase, Valerie ORCID logoORCID: https://orcid.org/0000-0001-6656-4894 und Chan, Chung-Hong ORCID logoORCID: https://orcid.org/0000-0002-6232-7530 (2024): Misclassification in Automated Content Analysis Causes Bias in Regression. Can We Fix It? Yes We Can! In: Communication Methods and Measures [Forthcoming]

2023

Bevanda, Petar; Beier, Max; Lederer, Armin; Sosnowski, Stefan; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Hirche, Sandra (Dezember 2023): Koopman Kernel Regression. 37th Annual Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, Louisiana, USA, 10. - 16. December 2023. In: Proceedings of the 37th Annual Conference on Neural Information Processing Systems, Advances in Neural Information Processing Systems Bd. 36 Curran Associates, Inc.. S. 16207-16221 [PDF, 466kB]

Fumagalli, Fabian ORCID logoORCID: https://orcid.org/0000-0003-3955-3510; Muschalik, Maximilian ORCID logoORCID: https://orcid.org/0000-0002-6921-0204; Kolpaczki, Patrick und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Dezember 2023): SHAP-IQ: Unified Approximation of any-order Shapley Interactions. 37th Annual Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, Louisiana, USA, 10. - 16. December 2023. In: Proceedings of the 37th Annual Conference on Neural Information Processing Systems, Advances in Neural Information Processing Systems Bd. 36 Curran Associates, Inc.. S. 11515-11551 [PDF, 1MB]

Brandt, Jasmin; Schede, Elias; Sharma, Shivam; Bengs, Viktor ORCID logoORCID: https://orcid.org/0000-0001-6988-6186; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Tierney, Kevin (Oktober 2023): Contextual Preselection Methods in Pool-based Realtime Algorithm Configuration. Lernen, Wissen, Daten, Analysen (LWDA), Marburg, Germany, 9-11 October 2023. Leyer, Michael und Wichmann, Johannes (Hrsg.): In: Lernen, Wissen, Daten, Analysen (LWDA) Conference Proceedings, Bd. 3630 CEUR-WS.org. S. 492-505

Hanselle, Jonas ORCID logoORCID: https://orcid.org/0000-0002-1231-4985; Kornowicz, Jaroslaw; Heid, Stefan; Thommes, Kirsten ORCID logoORCID: https://orcid.org/0000-0002-8057-7162 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Oktober 2023): Comparing Humans and Algorithms in Feature Ranking: A Case-Study in the Medical Domain. Lernen, Wissen, Daten, Analysen (LWDA), Marburg, Germany, 9-11 October 2023. Leyer, Michael und Wichmann, Johannes (Hrsg.): In: Lernen, Wissen, Daten, Analysen (LWDA) Conference Proceedings, Bd. 3630 CEUR-WS.org. S. 430-441 [PDF, 953kB]

Senoner, Julian; Kratzwald, Bernhard; Kuzmanovic, Milan; Netland, Torbjørn H. und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (Oktober 2023): Addressing distributional shifts in operations management. The case of order fulfillment in customized production. In: Production and Operations Management, Bd. 32, Nr. 10: S. 3022-3042 [PDF, 1MB]

Haas, Stefan ORCID logoORCID: https://orcid.org/0000-0001-9916-0060 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (18. September 2023): Rectifying Bias in Ordinal Observational Data Using Unimodal Label Smoothing. Joint European Conference on Machine Learning and Knowledge Discovery in Databases, Torino, Italy, 18-22 September, 2023. In: Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, Bd. 14174 S. 3-18

Muschalik, Maximilian ORCID logoORCID: https://orcid.org/0000-0002-6921-0204; Fumagalli, Fabian ORCID logoORCID: https://orcid.org/0000-0003-3955-3510; Hammer, Barbara ORCID logoORCID: https://orcid.org/0000-0002-0935-5591 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (18. September 2023): iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams. Joint European Conference on Machine Learning and Knowledge Discovery in Databases, Torino, Italy, 18-22 September, 2023. In: Machine Learning and Knowledge Discovery in Databases: Research Track, Bd. 14171 Cham: Springer. S. 428-445

Fumagalli, Fabian ORCID logoORCID: https://orcid.org/0000-0003-3955-3510; Muschalik, Maximilian ORCID logoORCID: https://orcid.org/0000-0002-6921-0204; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Hammer, Barbara ORCID logoORCID: https://orcid.org/0000-0002-0935-5591 (September 2023): Incremental permutation feature importance (iPFI): towards online explanations on data streams. In: Machine Learning, Bd. 112, Nr. 12: S. 4863-4903 [PDF, 10MB]

Javanmardi, Alireza; Sale, Yusuf; Hofman, Paul und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (September 2023): Conformal Prediction with Partially Labeled Data. Twelfth Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2023), Limassol, Cyprus, September 13-15, 2023. Papadopoulos, Harris; Nguyen, Khuong An; Boström, Henrik und Carlsson, Lars (Hrsg.): Bd. 204 PMLR. S. 251-266 [PDF, 343kB]

Lienen, Julian ORCID logoORCID: https://orcid.org/0000-0003-2162-8107; Demir, Caglar und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (September 2023): Conformal Credal Self-Supervised Learning. Twelfth Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2023), Limassol, Cyprus, September 13-15, 2023. Papadopoulos, Harris; Nguyen, Khuong An; Boström, Henrik und Carlsson, Lars (Hrsg.): Bd. 204 PMLR. S. 214-233 [PDF, 539kB]

Weenen, Eva van ORCID logoORCID: https://orcid.org/0000-0001-5500-2108; Banholzer, Nicolas ORCID logoORCID: https://orcid.org/0000-0003-0138-6120; Föll, Simon ORCID logoORCID: https://orcid.org/0000-0002-4364-4282; Zueger, Thomas ORCID logoORCID: https://orcid.org/0000-0001-6190-7405; Fontana, Federico Y. ORCID logoORCID: https://orcid.org/0000-0002-0679-6869; Skroce, Kristina ORCID logoORCID: https://orcid.org/0000-0003-0379-5235; Hayes, Charlotte; Kraus, Mathias ORCID logoORCID: https://orcid.org/0000-0002-2021-2743; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729; Lehmann, Vera ORCID logoORCID: https://orcid.org/0000-0002-6038-809X; Scott, Sam N. ORCID logoORCID: https://orcid.org/0000-0003-2342-9865; Wortmann, Felix und Stettler, Christoph ORCID logoORCID: https://orcid.org/0000-0003-1691-6059 (September 2023): Glycaemic patterns of male professional athletes with type 1 diabetes during exercise, recovery and sleep: Retrospective, observational study over an entire competitive season. In: Diabetes, Obesity and Metabolism, Bd. 25, Nr. 9: S. 2616-2625 [PDF, 1MB]

Schede, Elias; Brandt, Jasmin; Tornede, Alexander ORCID logoORCID: https://orcid.org/0000-0002-2415-2186; Wever, Marcel ORCID logoORCID: https://orcid.org/0000-0001-9782-6818; Bengs, Viktor ORCID logoORCID: https://orcid.org/0000-0001-6988-6186; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Tierney, Kevin (19. August 2023): A Survey of Methods for Automated Algorithm Configuration (Extended Abstract). Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI 2023), Macao, S.A.R, 19-25 August 2023. In: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, S. 6964-6968

Sale, Yusuf; Caprio, Michele und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (August 2023): Is the volume of a credal set a good measure for epistemic uncertainty? Thirty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI 2023), Pittsburgh, PA, USA, 1-3 August, 2023. Evans, Robin J. und Shpitser, Ilya (Hrsg.): In: Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence, Bd. 216 PMLR. S. 1795-1804 [PDF, 1MB]

Javanmardi, Alireza und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (24. Juli 2023): Conformal Prediction Intervals for Remaining Useful Lifetime Estimation. In: International Journal of Prognostics and Health Management, Bd. 14, Nr. 2 [PDF, 2MB]

Belaid, Mohamed Karim; Bornemann, Richard; Rabus, Maximilian; Krestel, Ralf und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Juli 2023): Compare-xAI: Toward Unifying Functional Testing Methods for Post-hoc XAI Algorithms into a Multi-dimensional Benchmark. World Conference on Explainable Artificial Intelligence (xAI 2023), Lisboa, Portugal, 26-28 July 2023. Longo, Luca (Hrsg.): Cham: Springer Nature Switzerland. S. 88-109

Muschalik, Maximilian ORCID logoORCID: https://orcid.org/0000-0002-6921-0204; Fumagalli, Fabian ORCID logoORCID: https://orcid.org/0000-0003-3955-3510; Jagtani, Rohit; Hammer, Barbara ORCID logoORCID: https://orcid.org/0000-0002-0935-5591 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Juli 2023): iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios. World Conference on Explainable Artificial Intelligence (xAI 2023), Lisboa, Portugal, 26-28 July 2023. Longo, Luca (Hrsg.): Cham: Springer Nature Switzerland. S. 177-194

Jensen, Jan Alexander (16. Mai 2023): Enabling Efficient Serverless Federated Learning in Heterogeneous Environments. Masterarbeit, Fakultät für Mathematik, Informatik und Statistik, Ludwig-Maximilians-Universität München. [PDF, 1MB]

Wickert, Anna-Katharina ORCID logoORCID: https://orcid.org/0000-0002-1441-2423; Damke, Clemens ORCID logoORCID: https://orcid.org/0000-0002-0455-0048; Baumgärtner, Lars ORCID logoORCID: https://orcid.org/0000-0002-5805-2773; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Mezini, Mira ORCID logoORCID: https://orcid.org/0000-0001-6563-7537 (15. Mai 2023): UnGoML: Automated Classification of unsafe Usages in Go. 20th International Conference on Mining Software Repositories (MSR), Melbourne, Australia, 15-16 May, 2023. In: 2023 IEEE/ACM 20th International Conference on Mining Software Repositories (MSR), IEEE. S. 309-321

Nguyen, Duc Anh; Levie, Ron; Lienen, Julian ORCID logoORCID: https://orcid.org/0000-0003-2162-8107; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Kutyniok, Gitta (Mai 2023): Memorization-Dilation: Modeling Neural Collapse Under Noise. The Eleventh International Conference on Learning Representations, Kigali, Rwanda, 1-5 May, 2023. [PDF, 510kB]

Rodemann, Julian ORCID logoORCID: https://orcid.org/0000-0001-6112-4136 (23. April 2023): Pseudo-Label Selection: Insights From Decision Theory. Young Statisticians Lecture Series - Modern Statistical Methods for Life Sciences, virtual, April 18th, 2023. [PDF, 1MB]

Tornede, Tanja ORCID logoORCID: https://orcid.org/0000-0001-9954-462X; Tornede, Alexander ORCID logoORCID: https://orcid.org/0000-0002-2415-2186; Fehring, Lukas ORCID logoORCID: https://orcid.org/0000-0001-8057-4650; Gehring, Lukas; Graf, Helena ORCID logoORCID: https://orcid.org/0000-0001-9447-0609; Hanselle, Jonas ORCID logoORCID: https://orcid.org/0000-0002-1231-4985; Mohr, Felix ORCID logoORCID: https://orcid.org/0000-0002-9293-2424 und Wever, Marcel ORCID logoORCID: https://orcid.org/0000-0001-9782-6818 (20. April 2023): PyExperimenter: Easily distribute experiments and track results. In: Journal of Open Source Software, Bd. 8, Nr. 84: S. 5149 [PDF, 236kB]

Mohr, Felix ORCID logoORCID: https://orcid.org/0000-0002-9293-2424 und Wever, Marcel ORCID logoORCID: https://orcid.org/0000-0001-9782-6818 (April 2023): Naive automated machine learning. In: Machine Learning, Bd. 112, Nr. 4: S. 1131-1170 [PDF, 7MB]

Mortier, Thomas ORCID logoORCID: https://orcid.org/0000-0001-9650-9263; Bengs, Viktor ORCID logoORCID: https://orcid.org/0000-0001-6988-6186; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108; Luca, Stijn und Waegeman, Willem ORCID logoORCID: https://orcid.org/0000-0002-5950-3003 (April 2023): On the Calibration of Probabilistic Classifier Sets. 26th International Conference on Artificial Intelligence and Statistics (AISTATS 2023), Valencia, Spain, 25-27 April, 2023. Ruiz, Francisco; Dy, Jennifer und van de Meent, Jan-Willem (Hrsg.): In: Proceedings of The 26th International Conference on Artificial Intelligence and Statistics, Bd. 206 PMLR. S. 8857-8870 [PDF, 764kB]

Schubert, David; Gupta, Pritha ORCID logoORCID: https://orcid.org/0000-0002-7277-4633 und Wever, Marcel ORCID logoORCID: https://orcid.org/0000-0001-9782-6818 (April 2023): Meta-learning for Automated Selection of Anomaly Detectors for Semi-supervised Datasets. Advances in Intelligent Data Analysis XXI, Louvain-la-Neuve, Belgium, 12-14 April 2023. Crémilleux, Bruno; Hess, Sibylle und Nijssen, Siegfried (Hrsg.): Cham: Springer Nature Switzerland. S. 392-405

Brandt, Jasmin; Schede, Elias; Haddenhorst, Björn ORCID logoORCID: https://orcid.org/0000-0002-4023-6646; Bengs, Viktor ORCID logoORCID: https://orcid.org/0000-0001-6988-6186; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Tierney, Kevin (7. Februar 2023): AC-Band: A Combinatorial Bandit-Based Approach to Algorithm Configuration. AAAI Conference on Artificial Intelligence, Washington, DC, USA, February, 2023. Proceedings of the AAAI Conference on Artificial Intelligence. Bd. 37, Nr. 10 S. 12355-12363

Sharma, Arnab; Melnikov, Vitalik; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Wehrheim, Heike (Februar 2023): Property-Driven Black-Box Testing of Numeric Functions. Software Engineering 2023, Paderborn, Germany, 20-24 February 2023. Engels, Gregor; Hebig, Regina und Tichy, Matthias (Hrsg.): 111-112 Bonn: Gesellschaft für Informatik e.V.. S. 111-112 [PDF, 213kB]

Bengs, Viktor ORCID logoORCID: https://orcid.org/0000-0001-6988-6186; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Waegeman, Willem ORCID logoORCID: https://orcid.org/0000-0002-5950-3003 (2023): On Second-Order Scoring Rules for Epistemic Uncertainty Quantification. 40th International Conference on Machine Learning (ICML 2023), Hawaii, USA, 23-29 July, 2023. Krause, Andreas; Brunskill, Emma; Cho, Kyunghyun; Engelhardt, Barbara; Sabato, Sivan und Scarlett, Jonathan (Hrsg.): In: Proceedings of the 40th International Conference on Machine Learning, Bd. 202 PMLR. S. 2078-2091 [PDF, 400kB]

Bär, Dominik; Calderon, Fausto; Lawlor, Michael; Licklederer, Sophia; Totzauer, Manuel und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2023): Analyzing Social Media Activities at Bellingcat. WebSci'23, Austin, 30.04.2023-01.05.2023. arXiv.

Bär, Dominik; Pröllochs, Nicolas und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2023): New threats to society from free-speech social media platforms. arXiv

Dellnitz, Michael; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108; Lücke, Marvin ORCID logoORCID: https://orcid.org/0000-0001-8415-0038; Ober-Blöbaum, Sina; Offen, Christian ORCID logoORCID: https://orcid.org/0000-0002-5940-8057; Peitz, Sebastian ORCID logoORCID: https://orcid.org/0000-0002-3389-793X und Pfannschmidt, Karlson ORCID logoORCID: https://orcid.org/0000-0001-9407-7903 (2023): Efficient Time-Stepping for Numerical Integration Using Reinforcement Learning. In: SIAM Journal on Scientific Computing, Bd. 45, Nr. 2: A579-A595

Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729; DiResta, Renée; Goldstein, Josh A. ORCID logoORCID: https://orcid.org/0000-0003-2820-2977; Kumar, Srijan ORCID logoORCID: https://orcid.org/0000-0002-5796-3532; Lorenz-Spreen, Philipp ORCID logoORCID: https://orcid.org/0000-0001-6319-4154; Tomz, Michael und Pröllochs, Nicolas ORCID logoORCID: https://orcid.org/0000-0002-1835-7302 (2023): Research can help to tackle AI-generated disinformation. In: Nature Human Behaviour, Bd. 7, Nr. 11: S. 1818-1821 [PDF, 275kB]

Gupta, Pritha ORCID logoORCID: https://orcid.org/0000-0002-7277-4633; Drees, Jan Peter ORCID logoORCID: https://orcid.org/0000-0002-7982-9908 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (2023): Automated Side-Channel Attacks using Black-Box Neural Architecture Search. 18th International Conference on Availability, Reliability and Security, Benevento, Italy, 29 August - 1 September 2023. In: Proceedings of the 18th International Conference on Availability, Reliability and Security, New York, NY, USA: Association for Computing Machinery. S. 1-11

Gühring, Ingo; Raslan, Mones und Kutyniok, Gitta (2023): Expressivity of Deep Neural Networks. In: Grohs, Philipp und Kutyniok, Gitta (Hrsg.): Mathematical Aspects of Deep Learning. Cambridge: Cambridge University Press. S. 149-199

Hanselle, Jonas; Fürnkranz, Johannes und Hüllermeier, Eyke (2023): Probabilistic Scoring Lists for Interpretable Machine Learning. 26th International Conference on Discovery Science (DS 2023), Porto, Portugal, October 9-11, 2023. In: Discovery Science, Bd. 14276 Cham: Springer. S. 189-203

Koch, Kevin; Maritsch, Martin; Weenen, Eva van; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729; Pfäffli, Matthias; Fleisch, Elgar; Weinmann, Wolfgang und Wortmann, Felix (2023): Leveraging driver vehicle and environment interaction: Machine learning using driver monitoring cameras to detect drunk driving. CHI 2023, Hamburg, 23.04.-28.04.2023.

Lehmann, Vera; Zueger, Thomas; Maritsch, Martin ORCID logoORCID: https://orcid.org/0000-0001-9920-0587; Kraus, Mathias; Albrecht, Caroline; Bérubé, Caterina; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729; Wortmann, Felix; Kowatsch, Tobias; Styger, Naïma; Lagger, Sophie; Laimer, Markus; Fleisch, Elgar und Stettler, Christoph ORCID logoORCID: https://orcid.org/0000-0003-1691-6059 (2023): Machine learning for non‐invasive sensing of hypoglycaemia while driving in people with diabetes. In: Diabetes, Obesity and Metabolism, Bd. 25, Nr. 6: S. 1668-1676 [PDF, 1MB]

Lutz, Bernhard ORCID logoORCID: https://orcid.org/0000-0003-2562-6344; Adam, Marc T. P. ORCID logoORCID: https://orcid.org/0000-0002-6036-4282; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729; Pröllochs, Nicolas ORCID logoORCID: https://orcid.org/0000-0002-1835-7302 und Neumann, Dirk ORCID logoORCID: https://orcid.org/0000-0003-2178-3705 (2023): Affective Information Processing of Fake News: Evidence from NeuroIS. In: European Journal of Information Systems: S. 1-20 [Forthcoming]

Melnychuk, Valentyn; Frauen, Dennis und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2023): Normalizing Flows for Interventional Density Estimation. ICML 2023, Honolulu, Hawaii, 23.07.2023-29.07.2023.

Robertson, Claire; Pröllochs, Nicolas; Schwarzenegger, Kaoru; Parnamets, Phillip; Bavel, Jay J. van und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2023): Negativity drives online news consumption. In: Nature Human Behaviour, Bd. 7: S. 812-822 [PDF, 1MB]

Rodemann, Julian ORCID logoORCID: https://orcid.org/0000-0001-6112-4136 (2023): Pseudo-Label Selection Is a Decision Problem. KI 2023 – 46th German Conference on Artificial Intelligence, Berlin, Germany, September 26–29, 2023. Seipel, Dietmar und Steen, Alexander (Hrsg.): In: KI 2023: Advances in Artificial Intelligence : 46th German Conference on AI, Berlin, Germany, September 26–29, 2023, Proceedings, Bd. 14236 Springer: Cham. S. 261-264

Rossmy, Beat ORCID logoORCID: https://orcid.org/0000-0002-1309-0629; Terzimehić, Nađa ORCID logoORCID: https://orcid.org/0000-0001-6630-3512; Döring, Tanja ORCID logoORCID: https://orcid.org/0000-0001-8648-340X; Buschek, Daniel ORCID logoORCID: https://orcid.org/0000-0002-0013-715X und Wiethoff, Alexander ORCID logoORCID: https://orcid.org/0000-0003-2938-7272 (2023): Point of no Undo: Irreversible Interactions as a Design Strategy. CHI '23 : CHI Conference on Human Factors in Computing Systems, Hamburg Germany, April 23 - 28, 2023. Schmidt, Albrecht; Väänänen, Kaisa; Goyal, Tesh; Kristensson, Per Ola; Peters, Anicia; Mueller, Stefanie; Williamson, Julie R. und Wilson, Max L. (Hrsg.): In: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 140 New York, NY, United States: Association for Computing Machinery.

Rügamer, David ORCID logoORCID: https://orcid.org/0000-0002-8772-9202; Pfisterer, Florian; Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980 und Grün, Bettina (2023): Mixture of experts distributional regression: implementation using robust estimation with adaptive first-order methods. In: AStA Advances in Statistical Analysis [Forthcoming]

Schallmoser, Simon ORCID logoORCID: https://orcid.org/0000-0003-4076-0584; Zueger, Thomas ORCID logoORCID: https://orcid.org/0000-0001-6190-7405; Kraus, Mathias ORCID logoORCID: https://orcid.org/0000-0002-2021-2743; Saar-Tsechansky, Maytal ORCID logoORCID: https://orcid.org/0000-0002-2400-3762; Stettler, Christoph ORCID logoORCID: https://orcid.org/0000-0003-1691-6059 und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2023): Machine Learning for Predicting Micro- and Macrovascular Complications in Individuals With Prediabetes or Diabetes: Retrospective Cohort Study. In: Journal of Medical Internet Research, Bd. 25, e42181

Tornede, Alexander ORCID logoORCID: https://orcid.org/0000-0002-2415-2186; Gehring, Lukas; Tornede, Tanja ORCID logoORCID: https://orcid.org/0000-0001-9954-462X; Wever, Marcel ORCID logoORCID: https://orcid.org/0000-0001-9782-6818 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (2023): Algorithm selection on a meta level. In: Machine Learning, Bd. 112, Nr. 4: S. 1253-1286 [PDF, 1MB]

Tornede, Tanja ORCID logoORCID: https://orcid.org/0000-0001-9954-462X; Tornede, Alexander ORCID logoORCID: https://orcid.org/0000-0002-2415-2186; Hanselle, Jonas; Mohr, Felix ORCID logoORCID: https://orcid.org/0000-0002-9293-2424; Wever, Marcel ORCID logoORCID: https://orcid.org/0000-0001-9782-6818 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (2023): Towards Green Automated Machine Learning: Status Quo and Future Directions. In: Journal of Artificial Intelligence Research, Bd. 77: S. 427-457 [PDF, 299kB]

Wever, Marcel ORCID logoORCID: https://orcid.org/0000-0001-9782-6818; Özdogan, Miran und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (2023): Cooperative Co-Evolution for Ensembles of Nested Dichotomies for Multi-Class Classification. Genetic and Evolutionary Computation Conference (GECCO '23), Lisbon, Portugal, July 15-19, 2023. In: Proceedings of the Genetic and Evolutionary Computation Conference, New York, NY, USA: Association for Computing Machinery. 597–605

Wimmer, Lisa; Sale, Yusuf; Hofman, Paul; Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (2023): Quantifying aleatoric and epistemic uncertainty in machine learning: Are conditional entropy and mutual information appropriate measures? Thirty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI 2023), Pittsburgh, PA, USA, 1-3 August, 2023. Evans, Robin J. und Shpitser, Ilya (Hrsg.): In: Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence, Bd. 216 PMLR. S. 2282-2292 [PDF, 1MB]

2022

Bengs, Viktor ORCID logoORCID: https://orcid.org/0000-0001-6988-6186; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Waegeman, Willem ORCID logoORCID: https://orcid.org/0000-0002-5950-3003 (28. November 2022): Pitfalls of Epistemic Uncertainty Quantification through Loss Minimisation. Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024), New Orleans, USA, 28 November - 9 December 2022. [PDF, 385kB]

Brandt, Jasmin; Bengs, Viktor ORCID logoORCID: https://orcid.org/0000-0001-6988-6186; Haddenhorst, Björn ORCID logoORCID: https://orcid.org/0000-0002-4023-6646 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (28. November 2022): Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget. Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024), New Orleans, USA, 28 November - 9 December 2022. [PDF, 618kB]

Bengs, Viktor ORCID logoORCID: https://orcid.org/0000-0001-6988-6186 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (16. November 2022): Multi-armed bandits with censored consumption of resources. In: Machine Learning, Bd. 112, Nr. 2: S. 217-240 [PDF, 2MB]

Rodemann, Julian ORCID logoORCID: https://orcid.org/0000-0001-6112-4136; Kreiss, Dominik; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Augustin, Thomas (Oktober 2022): Levelwise Data Disambiguation by Cautious Superset Classification. 15th International Conference on Scalable Uncertainty Management, Paris, France, 17-19 October 2022. In: Proceedings of the 15th International Conference on Scalable Uncertainty Management, Bd. 13562 Cham: Springer. S. 263-276

Schede, Elias; Brandt, Jasmin; Tornede, Alexander ORCID logoORCID: https://orcid.org/0000-0002-2415-2186; Wever, Marcel ORCID logoORCID: https://orcid.org/0000-0001-9782-6818; Bengs, Viktor ORCID logoORCID: https://orcid.org/0000-0001-6988-6186; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Tierney, Kevin (Oktober 2022): A Survey of Methods for Automated Algorithm Configuration. In: Journal of Artificial Intelligence Research, Bd. 75: S. 425-487

Haas, Stefan ORCID logoORCID: https://orcid.org/0000-0001-9916-0060 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (September 2022): A Prescriptive Machine Learning Approach for Assessing Goodwill in the Automotive Domain. Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2022), Grenoble, France, 19-23 September, 2023. In: Machine Learning and Knowledge Discovery in Databases, Bd. 13718 Cham: Springer. S. 170-184

Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108; Destercke, Sébastien und Shaker, Mohammad Hossein (August 2022): Quantification of Credal Uncertainty in Machine Learning: A Critical Analysis and Empirical Comparison. 38th Conference on Uncertainty in Artificial Intelligence, Eindhoven, Netherlands, 1-5 August 2022. Cussens, James und Zhang, Kun (Hrsg.): In: Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, Bd. 180 PMLR. S. 548-557 [PDF, 426kB]

Mortier, Thomas ORCID logoORCID: https://orcid.org/0000-0001-9650-9263; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108; Dembczyński, Krzysztof und Waegeman, Willem ORCID logoORCID: https://orcid.org/0000-0002-5950-3003 (August 2022): Set-valued prediction in hierarchical classification with constrained representation complexity. 38th Conference on Uncertainty in Artificial Intelligence, Eindhoven, Netherlands, 1-5 August 2022. Cussens, James und Zhang, Kun (Hrsg.): In: Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, Bd. 180 PMLR. S. 1392-1401 [PDF, 600kB]

Rombach, Robin; Blattmann, Andreas und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (26. Juli 2022): Text-Guided Synthesis of Artistic Images with Retrieval-Augmented Diffusion Models. 17th European Conference on Computer Vision (ECCV) : Workshop on VISART, Tel Aviv, 23.-27. October 2022.

Schneider, Matthias und Linnhoff-Popien, Claudia (5. Juli 2022): Quantencomputer für alle: Wie Münchner Forscher die Superrechenleistung zur Wirtschaft bringen. In: Münchner Merkur: S. 7

Bengs, Viktor; Saha, Aadirupa und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Juli 2022): Stochastic Contextual Dueling Bandits under Linear Stochastic Transitivity Models. 39th International Conference on Machine Learning, Baltimore, MD, USA, July 17-23 2022. Chaudhuri, Kamalika; Jegelka, Stefanie; Song, Le; Szepesvari, Csaba; Niu, Gang und Sabato, Sivan (Hrsg.): In: Proceedings of the 39th International Conference on Machine Learning, Bd. 162 PMLR. S. 1764-1786 [PDF, 3MB]

Muschalik, Maximilian ORCID logoORCID: https://orcid.org/0000-0002-6921-0204; Fumagalli, Fabian ORCID logoORCID: https://orcid.org/0000-0003-3955-3510; Hammer, Barbara ORCID logoORCID: https://orcid.org/0000-0002-0935-5591 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Juli 2022): Agnostic Explanation of Model Change based on Feature Importance. In: KI - Künstliche Intelligenz, Bd. 36, Nr. 3-4: S. 211-224 [PDF, 1MB]

Steinborn, Victor; Dufter, Philipp; Jabbar, Haris und Schütze, Hinrich (Juli 2022): An Information-Theoretic Approach and Dataset for Probing Gender Stereotypes in Multilingual Masked Language Models. NAACL 2022, Seattle, United States, July 2022. Carpuat, Marine; de Marneffe, Marie-Catherine und Meza Ruiz, Ivan Vladimir (Hrsg.): In: Findings of the Association for Computational Linguistics: NAACL 2022 - Findings : July 10-15, 2022 : NAACL 2022, Stroudsburg, PA: Association for Computational Linguistics (ACL). S. 921-932 [PDF, 2MB]

Zhao, Mengjie; Mi, Fei; Wang, Yasheng; Li, Minglei; Jiang, Xin; Liu, Qun und Schütze, Hinrich (Juli 2022): LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework. NAACL 2022, Seattle, United States, July 2022. Carpuat,, Marine; de Marneffe, Marie-Catherine und Meza Ruiz, Ivan Vladimir (Hrsg.): In: Findings of the Association for Computational Linguistics: NAACL 2022, Stroudsburg, PA: Association for Computational Linguistics (ACL). S. 675-692 [PDF, 2MB]

Tornede, Alexander ORCID logoORCID: https://orcid.org/0000-0002-2415-2186; Bengs, Viktor und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Juni 2022): Machine Learning for Online Algorithm Selection under Censored Feedback. Thirty-Sixth AAAI Conference on Artificial Intelligence, Virtual, February 22–March 1, 2022. Proceedings of the AAAI Conference on Artificial Intelligence. Bd. 36, Nr. 9 S. 10370-10380

Hofmann, Valentin; Schütze, Hinrich und Pierrehumbert, Janet B. (Mai 2022): An Embarrassingly Simple Method to Mitigate Undesirable Properties of Pretrained Language Model Tokenizers. 60th Annual Meeting of the Association for Computational Linguistics, Dublin, Ireland, May 22-27, 2022. Muresan, Smarandakov; Nakov, Preslav und Villavicencio, Aline (Hrsg.): In: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), Stroudsburg, PA: Association for Computational Linguistics. S. 385-393 [PDF, 480kB]

Imani, Ayyoob; Senel, Lütfi Kerem; Sabet, Masoud Jalili; Yvon, François und Schütze, Hinrich (Mai 2022): Graph Neural Networks for Multiparallel Word Alignment. ACL 2022, Dublin, Ireland, May 2022. Muresan, Smaranda; Nakov, Preslav und Villavicencio, Aline (Hrsg.): In: Findings of the Association for Computational Linguistics: ACL 2022, Stroudsburg, PA: Association for Computational Linguistics. 1384 -1396 [PDF, 749kB]

Liang, Sheng; Zhao, Mengjie und Schütze, Hinrich (Mai 2022): Modular and Parameter-Efficient Multimodal Fusion with Prompting. ACL 2022, Dublin, Ireland, May 2022. Muresan, Smaranda; N, Preslav und Villavicencio, Aline (Hrsg.): In: Findings of the Association for Computational Linguistics: ACL 2022, Stroudsburg, PA: Association for Computational Linguistics. 2976 -2985 [PDF, 858kB]

Liu, Yihong; Jabbar, Haris und Schütze, Hinrich (Mai 2022): Flow-Adapter Architecture for Unsupervised Machine Translation. 60th Annual Meeting of the Association for Computational Linguistics, Dublin, Ireland, May 2022. Muresan, Smaranda; Nakov, Preslav und Villavicencio, Aline (Hrsg.): In: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Stroudsburg, PA: Association for Computational Linguistics. S. 1253-1266 [PDF, 618kB]

Maronikolakis, Antonis; Wisiorek, Axel ORCID logoORCID: https://orcid.org/0000-0002-6058-0460; Nann, Leah; Jabbar, Haris; Udupa, Sahana ORCID logoORCID: https://orcid.org/0000-0003-3647-9570 und Schütze, Hinrich (Mai 2022): Listening to Affected Communities to Define Extreme Speech: Dataset and Experiments. ACL 2022, Dublin, Ireland, May 2022. Mureșan, Smaranda; Nakov, Preslav und Villavicencio, Aline (Hrsg.): In: Findings of the Association for Computational Linguistics: ACL 2022, Stroudsburg, PA: Association for Computational Linguistics. S. 1089-1104 [PDF, 629kB]

Senel, Lütfi Kerem; Schick, Timo und Schütze, Hinrich (Mai 2022): CoDA21: Evaluating Language Understanding Capabilities of NLP Models With Context-Definition Alignment. 60th Annual Meeting of the Association for Computational Linguistics, Dublin, Ireland, May 2022. Muresan, Smaranda; Nakov, Preslav und Villavicencio, Aline (Hrsg.): In: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), Stroudsburg, PA: Association for Computational Linguistics. S. 815-824 [PDF, 290kB]

Sharma, Arnab; Melnikov, Vitalik; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Wehrheim, Heike (Mai 2022): Property-Driven Testing of Black-Box Functions. 2022 IEEE/ACM 10th International Conference on Formal Methods in Software Engineering (FormaliSE), Pittsburgh, PA, USA, 22-23 May 2022. S. 113-123

Weissweiler, Leonie; Hofmann, Valentin; Sabet, Masoud Jalili und Schütze, Hinrich (Mai 2022): CaMEL: Case Marker Extraction without Labels. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Dublin, Ireland, May 2022. Muresan, Smaranda; Nakov, Preslav und Villavicencio, Aline (Hrsg.): In: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Stroudsburg, PA: Association for Computational Linguistics. S. 5506-5516 [PDF, 380kB]

Schneider, Stefanie ORCID logoORCID: https://orcid.org/0000-0003-4915-6949; Springstein, Matthias; Rahnama, Javad; Kohle, Hubertus ORCID logoORCID: https://orcid.org/0000-0003-3162-1304; Ewerth, Ralph ORCID logoORCID: https://orcid.org/0000-0003-0918-6297 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (März 2022): iART - Eine Suchmaschine zur Unterstützung von bildorientierten Forschungsprozessen. DHd 2022 Kulturen des digitalen Gedächtnisses. 8. Tagung des Verbands "Digital Humanities im deutschsprachigen Raum", Potsdam, 7. - 11. März 2022. [PDF, 18MB]

Sprinz, Johannah ORCID logoORCID: https://orcid.org/0000-0002-6425-7054 (10. Februar 2022): Crowdsourced User-Testing. Bachelor Thesis Presentation “Leveraging Human Computation for Quality Assurance in Open Source Communities”. Ludwig-Maximilians-Universität München [Video (MP4), 249MB]

Gupta, Pritha ORCID logoORCID: https://orcid.org/0000-0002-7277-4633; Ramaswamy, Arunselvan ORCID logoORCID: https://orcid.org/0000-0001-7547-8111; Drees, Jan Peter ORCID logoORCID: https://orcid.org/0000-0002-7982-9908; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108; Priesterjahn, Claudia ORCID logoORCID: https://orcid.org/0000-0001-7236-9411 und Jager, Tibor ORCID logoORCID: https://orcid.org/0000-0002-3205-7699 (Februar 2022): Automated Information Leakage Detection: A New Method Combining Machine Learning and Hypothesis Testing with an Application to Side-channel Detection in Cryptographic Protocols. 14th International Conference on Agents and Artificial Intelligence (ICAART 2022), Virtual, February 3-5. In: Proceedings of the 14th International Conference on Agents and Artificial Intelligence, Bd. 2 S. 152-163 [PDF, 592kB]

Sprinz, Johannah ORCID logoORCID: https://orcid.org/0000-0002-6425-7054 (29. Januar 2022): Leveraging Human Computation for Quality Assurance in Open Source Communities. Bachelorarbeit, Fakultät für Mathematik, Informatik und Statistik, Ludwig-Maximilians-Universität München. [PDF, 3MB]

Banholzer, Nicolas; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 und Vach, Werner (2022): Estimating and explaining cross-country variation in the effectiveness of non-pharmaceutical interventions during COVID-19. In: Scientific Reports, Bd. 12, Nr. 1, 7526 [PDF, 1MB]

Banholzer, Nicolas ORCID logoORCID: https://orcid.org/0000-0003-0138-6120; Lison, Adrian; Özcelik, Dennis; Stadler, Tanja; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 und Vach, Werner (2022): The methodologies to assess the effectiveness of non-pharmaceutical interventions during COVID-19: a systematic review. In: European Journal of Epidemiology, Bd. 37, Nr. 10: S. 1003-1024 [PDF, 1MB]

Benk, Michaela; Weibel, Raphael P.; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 und Ferrario, Andrea (2022): "Is It My Turn?" Assessing Teamwork and Taskwork in Collaborative Immersive Analytics. In: Proceedings of the ACM on Human-Computer Interaction, Bd. 6, Nr. CSCW2: S. 1-23

Blattmann, Andreas; Rombach, Robin; Oktay, Kaan und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2022): Retrieval-Augmented Diffusion Models. 36th Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, LA, USA, 28 November - 9 December 2022. Koyejo, Sanmi; Mohamed, Shakir; Agarwal, Alekh; Belgrave, Danielle; Cho, Kyunghyun und Oh, Alice (Hrsg.): In: 36th Neural Information Processing Systems Foundation, Red Hook, NY: Curran Associates.

Blümlein, Theresa; Persson, Joel und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): Learning Optimal Dynamic Treatment Regimes Using Causal Tree Methods in Medicine. MLHC 2022, Durham, 05.08.2022-06.08.2022. arXiv.

Bär, Dominik; Pröllochs, Nicolas und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): Finding Qs: Profiling QAnon Supporters on Parler. ICWSM 2023, Limassol, 05.06.2023-08.06.2023. arXiv.

Campagner, Andrea ORCID logoORCID: https://orcid.org/0000-0002-0027-5157; Lienen, Julian ORCID logoORCID: https://orcid.org/0000-0003-2162-8107; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Ciucci, Davide ORCID logoORCID: https://orcid.org/0000-0002-8083-7809 (2022): Scikit-Weak: A Python Library for Weakly Supervised Machine Learning. International Joint Conference on Rough Sets, Suzhou, China, 11-14 November 2022. In: Rough Sets, Bd. 13633 Cham: Springer. S. 57-70

Dolata, Mateusz ORCID logoORCID: https://orcid.org/0000-0002-2732-4465; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 und Schwabe, Gerhard (2022): A sociotechnical view of algorithmic fairness. In: Information Systems Journal, Bd. 32, Nr. 4: S. 754-818

Eulig, Elias; Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X und Kachelrieß, Marc (2022): Reconstructing invariances of CT image denoising networks using invertible neural networks. 7th International Conference on Image Formation in X-Ray Computed Tomography, Baltimore, MD, 12-16 June 2022. Stayman, Joseph Webster (Hrsg.): In: 7th International Conference on Image Formation in X-Ray Computed Tomography, (ICIFXCT 2022), 113

Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729; Shrestha, Yash Raj und Krogh, Georg von (2022): Bringing artificial intelligence to business management. In: Nature Machine Intelligence, Bd. 4: S. 611-613

Frauen, Dennis und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): Estimating individual treatment effects under unobserved confounding using binary instruments. ICLR 2023, Kigali, 01.05.2023-05.05.2023. arXiv.

Frauen, Dennis; Hatt, Tobias; Melnychuk, Valentyn und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): Estimating average causal effects from patient trajectories. AAAI-23, Washington D.C., 07.02.2023-14.02.2023. arXiv.

Föll, Simon ORCID logoORCID: https://orcid.org/0000-0002-4364-4282; Lison, Adrian ORCID logoORCID: https://orcid.org/0000-0002-6822-8437; Maritsch, Martin ORCID logoORCID: https://orcid.org/0000-0001-9920-0587; Klingberg, Karsten ORCID logoORCID: https://orcid.org/0000-0002-2502-1428; Lehmann, Vera ORCID logoORCID: https://orcid.org/0000-0002-6038-809X; Züger, Thomas ORCID logoORCID: https://orcid.org/0000-0001-6190-7405; Srivastava, David ORCID logoORCID: https://orcid.org/0000-0002-4744-0463; Jegerlehner, Sabrina ORCID logoORCID: https://orcid.org/0000-0002-0868-0608; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729; Fleisch, Elgar ORCID logoORCID: https://orcid.org/0000-0002-4842-1117; Exadaktylos, Aristomenis ORCID logoORCID: https://orcid.org/0000-0002-2705-5170 und Wortmann, Felix ORCID logoORCID: https://orcid.org/0000-0001-5034-2023 (2022): A Scalable Risk-Scoring System Based on Consumer-Grade Wearables for Inpatients With COVID-19: Statistical Analysis and Model Development. In: JMIR Formative Research, Bd. 6, Nr. 6, e35717 [PDF, 875kB]

Ganter, Manuel; Toetzke, Malte und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): Mining points-of-interest data to predict urban inequality: Evidence from Germany and France. ICWSM 2022, Atlanta, 06.06.2022-09.06.2022. Budak, Ceren; Cha, Meeyoung und Quercia, Daniele (Hrsg.): Proceedings of the International AAAI Conference on Web and Social Media. Bd. 16, Nr. 1 Palo Alto, CA: Association for the Advancement of Artificial Intelligence. 216 - 227

Gassen, Marius; Hättasch, Benjamin; Hilprecht, Benjamin; Geisler, Nadja; Fraser, Alexander und Binnig, Carsten (2022): Demonstrating CAT. In: Proceedings of the VLDB Endowment, Bd. 15, Nr. 12: S. 3586-3589

Gümüsay, Ali Aslan; Raynard, Mia; Albu, Oana; Etter, Michael und Roulet, Thomas (2022): Digital Technology and Voice: How Platforms Shape Institutional Processes Through Visibilization. In: Gegenhuber, T.; Logue, D.; Hinings, C.R.(B). und Barrett, M. (Hrsg.): Digital Transformation and Institutional Theory. Research in the Sociology of Organizations, Bd. 83. Bingley: Emerald. S. 57-85 [PDF, 1MB]

Hummler, Philipp; Naumzik, Christof und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): Web Mining to Inform Locations of Charging Stations for Electric Vehicles. WWW '22: The ACM Web Conference 2022, Lyon, 25.04.2022-29.04.2022. Laforest, Frédérique; Troncy, Raphaël; Médini, Lionel und Herman, Ivan (Hrsg.): In: Companion Proceedings of the Web Conference 2022, New York: Association for Computing Machinery (ACM). S. 166-170

Hünemörder, Maximilian ORCID logoORCID: https://orcid.org/0000-0001-9848-3714; Schäfer, Levin; Schüler, Nadine-Sarah; Eichberg, Michael und Kröger, Peer (2022): SePass: Semantic Password Guessing Using k-nn Similarity Search in Word Embeddings. 18th International Conference on Advanced Data Mining and Applications, ADMA 2022, Brisbane, QLD, Australia, November 28–30, 2022. In: Advanced Data Mining and Applications. 18th International Conference, ADMA 2022, Brisbane, QLD, Australia, November 28–30, 2022, Proceedings, Part II, Lecture Notes in Computer Science Bd. 13726 Cham: Springer. S. 28-42

Jakubik, Johannes und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): Data-driven allocation of development aid toward sustainable development goals: Evidence from HIV/AIDS. In: Production and Operations Management, Bd. 31, Nr. 6: S. 2739-2756 [PDF, 1MB]

Jakubik, Johannes; Vössing, Michael; Pröllochs, Nicolas; Bär, Dominik und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): Online Emotions During the Storming of the U.S. Capitol: Evidence from the Social Media Network Parler. ICWSM 2023, Limassol, 05.06.2023-08.06.2023. arXiv.

Kuzmanovic, Milan; Hatt, Tobias und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): Estimating Conditional Average Treatment Effects with Missing Treatment Information. AISTATS 2023, Valencia, 25.04.2023-27.04.2023. arXiv.

Landes, Jürgen ORCID logoORCID: https://orcid.org/0000-0003-3105-6624 und Williamson, Jon ORCID logoORCID: https://orcid.org/0000-0003-0514-4209 (2022): Objective Bayesian nets for integrating consistent datasets. In: Journal of Artificial Intelligence Research, Bd. 74: S. 393-458

Lison, Adrian ORCID logoORCID: https://orcid.org/0000-0002-6822-8437; Persson, Joel; Banholzer, Nicolas und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): Estimating the effect of mobility on SARS-CoV-2 transmission during the first and second wave of the COVID-19 epidemic, Switzerland, March to December 2020. In: Eurosurveillance, Bd. 27, Nr. 10, 2100374 [PDF, 433kB]

Lorenz, Rafael; Kraus, Mathias; Wolf, Hergen; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 und Netland, Torbjorn (2022): Selecting Advanced Analytics in Manufacturing: A Decision Support Model. In: SSRN

Melnychuk, Valentyn; Frauen, Dennis und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): Causal Transformer for Estimating Counterfactual Outcomes. ICML 2022, Baltimore, 17.07.2022-23.07.2022. arXiv.

Milbich, Timo ORCID logoORCID: https://orcid.org/0000-0002-5012-0874; Roth, Karsten; Brattoli, Biagio ORCID logoORCID: https://orcid.org/0000-0002-8482-3375 und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2022): Sharing Matters for Generalization in Deep Metric Learning. In: IEEE Transactions on Pattern Analysis and Machine Intelligence, Bd. 44, Nr. 1: S. 416-427

Müller, Simone ORCID logoORCID: https://orcid.org/0000-0001-5830-8655 und Kranzlmüller, Dieter ORCID logoORCID: https://orcid.org/0000-0002-8319-0123 (2022): Dynamic Sensor Matching based on Geomagnetic Inertial Navigation. In: Journal of WSCG, Bd. 30, Nr. 1-2 [PDF, 5MB]

Naumzik, Christof und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): Detecting False Rumors from Retweet Dynamics on Social Media. TheWebConf 2022, Lyon, 25.04.2022-29.04.2022. Laforest, Frédérique; Troncy, Raphaël; Simperl, Elena; Agarwal, Deepak; Gionis, Aristides; Herman, Ivan und Médini, Lionel (Hrsg.): In: WWW '22: Proceedings of the ACM Web Conference 2022, New York: Association of Computing Machinery. S. 2798-2809

Naumzik, Christof; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 und Nielsen, Anne Molgaard (2022): Data-driven dynamic treatment planning for chronic diseases. arXiv

Ozyurt, Yilmazcan; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 und Zhang, Ce (2022): Contrastive Learning for Unsupervised Domain Adaptation of Time Series. ICLR 2023, Kigali, 01.05.2023-05.05.2023. arXiv.

Ozyurt, Yilmazcan; Hatt, Tobias; Zhang, Ce und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): A Deep Markov Model for Clickstream Analytics in Online Shopping. TheWebConf 2022, Lyon, 25.04.2022-29.04.2022. Laforest, Frédérique; Troncy, Raphaël; Agarwal, Deepak; Gionis, Aristides; Herman, Ivan und Médini, Lionel (Hrsg.): In: Proceedings of the ACM Web Conference 2022, New York: Association for Computing Machinery. S. 3071-3081

Pröllochs, Nicolas und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): Mechanisms of True and False Rumor Sharing in Social Media: Collective Intelligence or Herd Behavior? CSCW 2023, Minneapolis, 14.10.2023-18.10.2023.

Seeliger, Arne; Netland, Torbjørn und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): Augmented Reality for Machine Setups: Task Performance and Usability Evaluation in a Field Test. In: Procedia CIRP, Bd. 107: S. 570-575

Toetzke, Malte; Banholzer, Nicolas und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): Monitoring global development aid with machine learning. In: Nature Sustainability, Bd. 5: S. 533-541

Tschernutter, Daniel; Hatt, Tobias und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2022): Interpretable Off-Policy Learning via Hyperbox Search. ICML 2022, Baltimore, 17.07.2022-23.07.2022. arXiv.

Wright, Matthias und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2022): ArtFID: Quantitative Evaluation of Neural Style Transfer. 44th DAGM German Conference, DAGM GCPR 2022, Konstanz, September 27–30, 2022. Andres, Björn; Bernard, Florian; Cremers, Daniel; Frintrop, Simone; Goldlücke, Bastian und Ihrke, Ivo (Hrsg.): In: Pattern Recognition 44th DAGM German Conference, DAGM GCPR 2022, Proceedings, Cham: Springer International Publishing. S. 560-576

Yue, Zhenrui; Zeng, Huimin; Kratzwald, Bernhard; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 und Wang, Dong (2022): QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation. EMNLP 2022, Abu Dhabi, 07.12.2022-11.12.2022. arXiv.

Zueger, Thomas ORCID logoORCID: https://orcid.org/0000-0001-6190-7405; Schallmoser, Simon; Kraus, Mathias; Saar-Tsechansky, Maytal; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 und Stettler, Christoph (2022): Machine Learning for Predicting the Risk of Transition from Prediabetes to Diabetes. In: Diabetes Technology & Therapeutics, Bd. 24, Nr. 11: S. 842-847

2021

Schick, Timo; Udupa, Sahana ORCID logoORCID: https://orcid.org/0000-0003-3647-9570 und Schütze, Hinrich (17. Dezember 2021): Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP. In: Transactions of the Association for Computational Linguistics, Bd. 9: S. 1408-1424 [PDF, 411kB]

Haddenhorst, Björn ORCID logoORCID: https://orcid.org/0000-0002-4023-6646; Bengs, Viktor und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (7. Dezember 2021): Identification of the Generalized Condorcet Winner in Multi-dueling Bandits. Advances in Neural Information Processing Systems, Virtual, December 7 2021. Ranzato, M.; Beygelzimer, A.; Dauphin, Y.; Liang, P.S. und Vaughan, J. Wortman (Hrsg.): Bd. 34 Curran Associates, Inc.. S. 25904-25916 [PDF, 516kB]

Abbaszadeh, Sadegh ORCID logoORCID: https://orcid.org/0000-0002-8257-0116 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Dezember 2021): Machine Learning With the Sugeno Integral: The Case of Binary Classification. In: IEEE Transactions on Fuzzy Systems, Nr. 12: S. 3723-3733

Lienen, Julian ORCID logoORCID: https://orcid.org/0000-0003-2162-8107 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Dezember 2021): Credal Self-Supervised Learning. 35th Conference on Neural Information Processing Systems (NeurIPS 2021), Virtual, December 7, 2021. Ranzato, M.; Beygelzimer, A.; Dauphin, Y.; Liang, P.S. und Vaughan, J. Wortman (Hrsg.): Advances in Neural Information Processing Systems. Bd. 34 Curran Associates, Inc.. S. 14370-14382

Lienen, Julian ORCID logoORCID: https://orcid.org/0000-0003-2162-8107; Nommensen, Nils; Ewerth, Ralph und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (17. November 2021): Robust Regression for Monocular Depth Estimation. Asian Conference on Machine Learning, Virtual, November 17 - 19, 2021. Balasubramanian, Vineeth N. und Tsang, Ivor (Hrsg.): In: Proceedings of The 13th Asian Conference on Machine Learning, Bd. 157 PMLR. S. 1001-1016 [PDF, 451kB]

Fütterer, Cornelia; Nalenz, Malte und Augustin, Thomas (11. November 2021): Discriminative Power Lasso - Incorporating Discriminative Power of Genes into Regularization-Based Variable Selection. Department of Statistics: Technical Reports, Nr. 239 [PDF, 436kB]

Nalenz, Malte und Augustin, Thomas (11. November 2021): Cultivated Random Forests: Robust Decision Tree Learning through Tree Structured Ensembles. Department of Statistics: Technical Reports, Nr. 240 [PDF, 463kB]

Bresson, Roman; Cohen, Johanne; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108; Labreuche, Christophe und Sebag, Michèle (3. November 2021): On the Identifiability of Hierarchical Decision Models. International Conference on Principles of Knowledge Representation and Reasoning, Virtual, November 3-12, 2021. In: Proceedings of the Eighteenth International Conference on Principles of Knowledge Representation and Reasoning, S. 151-162

Nguyen, Vu-Linh ORCID logoORCID: https://orcid.org/0000-0003-1642-4468 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (2. November 2021): Multilabel Classification with Partial Abstention: Bayes-Optimal Prediction under Label Independence. In: Journal of Artificial Intelligence Research, Bd. 72: S. 613-665

Feldhans, Robert; Wilke, Adrian; Heindorf, Stefan; Shaker, Mohammad Hossein; Hammer, Barbara; Ngonga Ngomo, Axel-Cyrille und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (November 2021): Drift Detection in Text Data with Document Embeddings. Intelligent Data Engineering and Automated Learning – IDEAL 2021, Manchester, United Kingdom, November 25-27, 2021. In: Intelligent Data Engineering and Automated Learning – IDEAL 2021, Bd. 13113 Cham: Springer. S. 107-118

Imani, Ayyoob; Sabet, Masoud Jalili; Senel, Lütfi Kerem; Dufter, Philipp; Yvon, François und Schütze, Hinrich (November 2021): Graph Algorithms for Multiparallel Word Alignment. 2021 Conference on Empirical Methods in Natural Language Processing, Online and Punta Cana, Dominican Republic, November 7-11, 2021. Moens, Marie-Francine; Huang, Xuanjing; Specia, Lucia und Yih, Scott Wen-tau (Hrsg.): In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, Stroudsburg, PA: Association for Computational Linguistics. S. 8457-8469 [PDF, 618kB]

Kassner, Nora; Tafjord, Oyvind; Schütze, Hinrich und Clark, Peter (November 2021): BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief. 2021 Conference on Empirical Methods in Natural Language Processing, Online and Punta Cana, Dominican Republic, November 7-11, 2021. Moens, Marie-Francine; Huang, Xuanjing; Specia, Lucia und Yih, Scott Wen-tau (Hrsg.): In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, Stroudsburg, PA: Association for Computational Linguistics. S. 8849-8861 [PDF, 466kB]

Maronikolakis, Antonis; Dufter, Philipp und Schütze, Hinrich (November 2021): Wine is Not v i n. On the Compatibility of Tokenizations Across Languages. EMNLP 2021, Punta Cana, Dominican Republic, November 7–11, 2021. Moens, Marie-Francine; Huang, Xuanjing; Specia, Lucia und Yih, Scott Wen-tau (Hrsg.): In: Findings of the Association for Computational Linguistics: EMNLP 2021, Stroudsburg, PA: Association for Computational Linguistics. S. 2382-2399 [PDF, 3MB]

Schick, Timo und Schütze, Hinrich (November 2021): Few-Shot Text Generation with Natural Language Instructions. 2021 Conference on Empirical Methods in Natural Language Processing, Online and Punta Cana, Dominican Republic, November 7–11, 2021. Moens, Marie-Francine; Huang, Xuanjing; Specia, Lucia und Yih, Scott Wen-tau (Hrsg.): In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, Stroudsburg, PA: Association for Computational Linguistics. S. 390-402 [PDF, 504kB]

Schick, Timo und Schütze, Hinrich (November 2021): Generating Datasets with Pretrained Language Models. 2021 Conference on Empirical Methods in Natural Language Processing, Online and Punta Cana, Dominican Republic, November 7-11, 2021. Moens, Marie-Francine; Specia, Lucia; Huang, Xuanjing und Yih, Scott Wen-tau (Hrsg.): In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, Stroudsburg, PA: Association for Computational Linguistics. S. 6943-6951 [PDF, 431kB]

Zhao, Mengjie und Schütze, Hinrich (November 2021): Discrete and Soft Prompting for Multilingual Models. 2021 Conference on Empirical Methods in Natural Language Processing, Online and Punta Cana, Dominican Republic, November 2021. Moens, Marie-Francine; Huang, Xuanjing; Specia, Lucia und Yih, Scott Wen-tau (Hrsg.): In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, Stroudsburg PA: Association for Computational Linguistics. [PDF, 383kB]

Udupa, Sahana ORCID logoORCID: https://orcid.org/0000-0003-3647-9570 (13. Oktober 2021): Small Platforms and the Gray Zones of Deep Extreme Speech. In: MediaWell

Springstein, Matthias; Schneider, Stefanie ORCID logoORCID: https://orcid.org/0000-0003-4915-6949; Rahnama, Javad; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108; Kohle, Hubertus ORCID logoORCID: https://orcid.org/0000-0003-3162-1304 und Ewerth, Ralph ORCID logoORCID: https://orcid.org/0000-0003-0918-6297 (Oktober 2021): iART: A Search Engine for Art-Historical Images to Support Research in the Humanities. 29th ACM International Conference on Multimedia, Virtual, October 20 - 24, 2021. In: Proceedings of the 29th ACM International Conference on Multimedia, S. 2801-2803

Marz, Luisa; Schweter, Stefan; Poerner, Nina; Roth, Benjamin und Schütze, Hinrich (2. September 2021): Data Centric Domain Adaptation for Historical Text with OCR Errors. International Conference on Document Analysis and Recognition, Lausanne, Switzerland, September 2021. Lladós, J.; Lopresti, D. und Uchida, S. (Hrsg.): In: Document Analysis and Recognition – ICDAR 2021. 16th International Conference, Lausanne, Switzerland, September 5–10, 2021, Proceedings, Part II, Cham: Springer. S. 748-761 [PDF, 364kB]

Kolpaczki, Patrick; Bengs, Viktor und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (September 2021): Identifying Top-k Players in Cooperative Games via Shapley Bandits. LWDA’21: Lernen, Wissen, Daten, Analysen, Munich, Germany, 1. - 3. September, 2021. In: Proceedings of the LWDA 2021 Workshops: FGWM, KDML, FGWI-BIA, and FGIR, Bd. 2993 S. 133-144 [PDF, 805kB]

Rapp, Michael ORCID logoORCID: https://orcid.org/0000-0001-8570-8240; Mencía, Eneldo Loza; Fürnkranz, Johannes und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (September 2021): Gradient-Based Label Binning in Multi-label Classification. Machine Learning and Knowledge Discovery in Databases, Bilbao, Spain, September 13–17, 2021. In: Machine Learning and Knowledge Discovery in Databases. Research Track, Bd. 12977 Cham: Springer. S. 462-477

Hofmann, Valentin; Pierrehumbert, Janet B. und Schütze, Hinrich (August 2021): Dynamic Contextualized Word Embeddings. 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Online, August 2021. Zong, Chengqing; Xia, Fei; Li, Wenjie und Navigli, Roberto (Hrsg.): In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), Association for Computational Linguistics. S. 6970-6984 [PDF, 4MB]

Hofmann, Valentin; Pierrehumbert, Janet B. und Schütze, Hinrich (August 2021): Superbizarre Is Not Superb: Derivational Morphology Improves BERT’s Interpretation of Complex Words. 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Online, August 2021. Zong, Chengqing; Xia, Fei; Li, Wenjie und Navigli, Roberto (Hrsg.): In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), S. 3594-3608 [PDF, 1MB]

Zhao, Mengjie; Zhu, Yi; Shareghi, Ehsan; Vulic, Ivan; Reichart, Roi; Korhonen, Anna und Schütze, Hinrich (August 2021): A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters. 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Online, August 2021. Zong, Chengqing; Xia, Fei; Li, Wenjie und Navigli, Roberto (Hrsg.): In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), Association for Computational Linguistics. S. 5751-5767 [PDF, 737kB]

Haddenhorst, Björn ORCID logoORCID: https://orcid.org/0000-0002-4023-6646; Bengs, Viktor; Brandt, Jasmin und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (27. Juli 2021): Testification of Condorcet Winners in dueling bandits. Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, Virtual, July 27-30, 2021. de Campos, Cassio und Maathuis, Marloes H. (Hrsg.): In: Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, Bd. 161 PMLR. S. 1195-1205 [PDF, 875kB]

Berger, Benedikt ORCID logoORCID: https://orcid.org/0000-0001-8220-7686; Niedernhuber, Tanja ORCID logoORCID: https://orcid.org/0000-0002-4986-8252; Hess, Thomas ORCID logoORCID: https://orcid.org/0000-0003-3969-7477 und Engländer, Armin (Juni 2021): Nutzung digitaler Tools in Lehrveranstaltungen. München [PDF, 6MB]

Campagner, Andrea ORCID logoORCID: https://orcid.org/0000-0002-0027-5157; Ciucci, Davide ORCID logoORCID: https://orcid.org/0000-0002-8083-7809 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Juni 2021): Rough set-based feature selection for weakly labeled data. In: International Journal of Approximate Reasoning: S. 150-167

Dufter, Philipp; Kassner, Nora und Schütze, Hinrich (Juni 2021): Static Embeddings as Efficient Knowledge Bases? 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Online, June 6-11, 2021. Toutanova, Kristina (Hrsg.): In: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Stroudsburg, PA: Association for Computational Linguistics. S. 2353-2363 [PDF, 340kB]

Schick, Timo und Schütze, Hinrich (Juni 2021): It’s Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners. Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Online, June 2021. Toutanova, Kristina (Hrsg.): In: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Stroudsburg, PA: Association for Computational Linguistics. S. 2339-2352 [PDF, 475kB]

Shaker, Ammar und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Juni 2021): TSK-Streams: learning TSK fuzzy systems for regression on data streams. In: Data Mining and Knowledge Discovery, Nr. 5: S. 1941-1971 [PDF, 598kB]

Jahn, Manuel; Rombach, Robin und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (13. Mai 2021): High-Resolution Complex Scene Synthesis with Transformers. AI for Content Creation Workshop 2021 (AICC), Online, 25th June 2021.

Peeters, Sven; Melnikov, Vitalik und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (26. April 2021): Performance Prediction for Hardware-Software Configurations: A Case Study for Video Games. 19th International Symposium on Intelligent Data Analysis, Porto, Portugal, April 26–28, 2021. In: Advances in Intelligent Data Analysis XIX, Bd. 12695 S. 222-234

Ahmadi Fahandar, Mohsen und Hüllermeier, Eyke (April 2021): Analogical Embedding for Analogy-Based Learning to Rank. Advances in Intelligent Data Analysis XIX. IDA 2021, Porto, Portugal, April 26-28, 2021. In: Advances in Intelligent Data Analysis XIX, Bd. 12695 Cham: Springer. S. 76-88

Kassner, Nora; Dufter, Philipp und Schütze, Hinrich (April 2021): Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models. 16th Conference of the European Chapter of the Association for Computational Linguistics, Online, April 2021. Merlo, Paola; Tiedemann, Jörg und Tsarfaty, Reut (Hrsg.): In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, Stroudsburg, PA: Association for Computational Linguistics. S. 3250-3258 [PDF, 2MB]

Schick, Timo und Schütze, Hinrich (April 2021): Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference. 16th Conference of the European Chapter of the Association for Computational Linguistics, Online, April 19-23, 2021. Merlo, Paola; Tiedemann, Jörg und Tsarfaty, Reut (Hrsg.): In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, Stroudsburg, PA: Association for Computational Linguistics. S. 255-269 [PDF, 493kB]

Senel, Lutfi Kerem und Schütze, Hinrich (April 2021): Does He Wink or Does He Nod? A Challenging Benchmark for Evaluating Word Understanding of Language Models. 16th Conference of the European Chapter of the Association for Computational Linguistics, Online, April 19-23, 2021. Merlo, Paola; Tiedemann, Jörg und Tsarfaty, Reut (Hrsg.): In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, Stroudsburg, PA: Association for Computational Linguistics. S. 532-538 [PDF, 239kB]

Schwartz, Daniel L. ORCID logoORCID: https://orcid.org/0000-0001-6986-9650; Gibson, Nathan P. ORCID logoORCID: https://orcid.org/0000-0003-0786-8075 und Torabi, Katayoun ORCID logoORCID: https://orcid.org/0000-0001-7692-1410 (21. März 2021): Modeling a Born-Digital Factoid Prosopography using the TEI and Linked Data. In: Journal of the Text Encoding Initiative, Bd. Rolling Issue [PDF, 530kB]

Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Waegeman, Willem (März 2021): Aleatoric and epistemic uncertainty in machine learning: an introduction to concepts and methods. In: Machine Learning, Nr. 3: S. 457-506 [PDF, 4MB]

Mohr, Felix ORCID logoORCID: https://orcid.org/0000-0002-9293-2424; Bengs, Viktor und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Februar 2021): Single Player Monte-Carlo Tree Search Based on the Plackett-Luce Model. AAAI Conference on Artificial Intelligence, Virtual, February 2–9, 2021. Proceedings of the AAAI Conference on Artificial Intelligence. Bd. 35, Nr. 14 S. 12373-12381

Islam, Md. Amirul; Kowal, Matthew; Esser, Patrick; Jia, Sen; Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X; Derpanis, Konstantionos G. und Bruce, Neil (27. Januar 2021): Shape or Texture: Understanding Discriminative Features in CNNs. 9th International Conference on Learning Representations, Online, 3-7 May 2021.

Bengs, Viktor; Busa-Fekete, Róbert; Mesaoudi-Paul, Adil El und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Januar 2021): Preference-based Online Learning with Dueling Bandits: A Survey. In: Journal of Machine Learning Research, Bd. 22, Nr. 7: S. 1-108 [PDF, 918kB]

Bresson, Roman; Cohen, Johanne; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108; Labreuche, Christophe und Sebag, Michèle (Januar 2021): Neural Representation and Learning of Hierarchical 2-additive Choquet Integrals. Twenty-Ninth International Joint Conference on Artificial Intelligence, Yokohama, Japan (Virtual), January 7-15, 2021. In: Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, S. 1984-1991

Coulter, Kimberly; Hardenberg, Wilko Graf von und Jørgensen, Finn Arne (Hrsg.) (2021): Ant Spider Bee. Chronicling digital transformations in environmental humanities. München: Spider & Cloud. [PDF, 107MB]

Allam, Ahmed ORCID logoORCID: https://orcid.org/0000-0003-0871-1977; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729; Rebhan, Michael ORCID logoORCID: https://orcid.org/0000-0002-0890-9492 und Krauthammer, Michael ORCID logoORCID: https://orcid.org/0000-0002-4808-1845 (2021): Analyzing Patient Trajectories With Artificial Intelligence. In: Journal of Medical Internet Research, Bd. 23, Nr. 12, e29812 [PDF, 446kB]

Blattmann, Andreas; Milbich, Timo; Dorkenwald, Michael und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2021): Behavior-Driven Synthesis of Human Dynamics. 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, TN, USA, 20-25 June 2021. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New York: IEEE. S. 12231-12241

Esser, Patrick; Rombach, Robin; Blattmann, Andreas und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2021): ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis. 35th Conference on Neural Information Processing Systems (NeurIPS 2022), Online, 6-14 December 2021. Neural Information Processing Systems Foundation (Hrsg.), In: 35th Neural Information Processing Systems Foundation, Red Hook, NY: Curran Associates.

Hatt, Tobias und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2021): Estimating Average Treatment Effects via Orthogonal Regularization. CIKM: Conference on Information and Knowledge Management, Queensland, 01.11.2021-05.11.2021. In: CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge Management, S. 680-689

Hatt, Tobias; Tschernutter, Daniel und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2021): Generalizing Off-Policy Learning under Sample Selection Bias. UAI 2022, Eindhoven, 01.08.2022-05.08.2022. arXiv.

Kuzmanovic, Milan; Hatt, Tobias und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2021): Deconfounding Temporal Autoencoder: Estimating Treatment Effects over Time Using Noisy Proxies. Machine Learning for Health, Virtual Conference, 04.12.2021. Roy, Subhrajit; Pfohl, Stephen; Rocheteau, Emma; Tadesse, Girmaw Abebe; Oala, Luis; Falck, Fabian; Zhou, Yuyin; Shen, Liyue; Zamzmi, Ghada; Mugambi, Purity; Zirikly, Ayah; McDermott, Matthew B. A. und Alsentzer, Emily (Hrsg.): Proceedings of Machine Learning Research. Bd. 158 Cambridge, MA: PMLR. 143 - 155

Landes, Jürgen ORCID logoORCID: https://orcid.org/0000-0003-3105-6624 (2021): A Triple Uniqueness of the Maximum Entropy Approach. In: Vejnarová, Jiřina und Wilson, Nic (Hrsg.): Proceedings of ECSQARU. LNAI, Bd. 12897. Springer. S. 644-656

Martinez-De la Torre, Adrian ORCID logoORCID: https://orcid.org/0000-0002-3155-7421; Weenen, Eva van ORCID logoORCID: https://orcid.org/0000-0001-5500-2108; Kraus, Mathias ORCID logoORCID: https://orcid.org/0000-0002-2021-2743; Weiler, Stefan; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 und Burden, Andrea M. ORCID logoORCID: https://orcid.org/0000-0001-7082-8530 (2021): A Network Analysis of Drug Combinations Associated with Acute Generalized Exanthematous Pustulosis (AGEP). In: Journal of Clinical Medicine, Bd. 10, Nr. 19, 4486 [PDF, 836kB]

Milbich, Timo; Roth, Karsten; Sinha, Samarth; Schmidt, Ludwig; Ghassemi, Marzyeh und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2021): Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning. 35th Conference on Neural Information Processing Systems (NeurIPS 2022), Online, 6-14 December 2021. Neural Information Processing Systems Foundation (Hrsg.), In: 35th Neural Information Processing Systems Foundation, Red Hook, NY: Curran Associates.

Monot, Pierre-Héli (2021): Will Machines Ever Be Free? Verheißungen der Autonomie, Mainz, 28./29. Oktober 2019. Monot, Pierre-Héli und Globke, Christina (Hrsg.): In: Verheißungen der Autonomie, Mainz: Franz Steiner.

Müller, Simone ORCID logoORCID: https://orcid.org/0000-0001-5830-8655 und Kranzlmüller, Dieter ORCID logoORCID: https://orcid.org/0000-0002-8319-0123 (2021): Dynamic Sensor Matching for Parallel Point Cloud Data Acquisition. International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, Pilzen, 2021. Computer Science Research Notes. [PDF, 4MB]

Naumzik, Christof; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 und Weinmann, Markus (2021): I Will Survive: Predicting Business Failures from Customer Ratings. In: Marketing Science, Bd. 41, Nr. 1: S. 188-207 [PDF, 1MB]

Persson, Joel; Parie, Jurriaan F. und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2021): Monitoring the COVID-19 epidemic with nationwide telecommunication data. In: PNAS: Proceedings of the National Academy of Sciences, Bd. 118, Nr. 26 [PDF, 2MB]

Pröllochs, Nicolas; Bär, Dominik und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2021): Emotions explain differences in the diffusion of true vs. false social media rumors. In: Scientific Reports, Bd. 11, Nr. 1, 22721 [PDF, 1MB]

Pröllochs, Nicolas ORCID logoORCID: https://orcid.org/0000-0002-1835-7302; Bär, Dominik und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2021): Emotions in online rumor diffusion. In: EPJ Data Science, Bd. 10, 51 [PDF, 3MB]

Roth, Karsten; Milbich, Timo; Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X; Cohen, Joseph Paul und Ghassemi, Marzyeh (2021): S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric Learning. 38th International Conference on Machine Learning, Online, 18-24 July 2021.

Sanakoyeu, Artsiom; Ma, Pingchuan; Tschernezki, Vadim und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2021): Improving Deep Metric Learning by Divide and Conquer. In: IEEE Transactions on Pattern Analysis and Machine Intelligence, Bd. 44, Nr. 11: S. 8306-8320

Schneider, Stefanie ORCID logoORCID: https://orcid.org/0000-0003-4915-6949; Springstein, Matthias; Rahnama, Javad; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108; Ewerth, Ralph ORCID logoORCID: https://orcid.org/0000-0003-0918-6297 und Kohle, Hubertus ORCID logoORCID: https://orcid.org/0000-0003-3162-1304 (2021): The Dissimilar in the Similar. An Attribute-guided Approach to the Subject-specific Classification of Art-historical Objects. INFORMATIK 2020 - Back to the Future, Virtual, 28 September - 2 October 2020. Reussner, Ralf H.; Koziolek, Anne und Heinrich, Robert (Hrsg.): In: INFORMATIK 2020, 1355-1364 Bonn: Gesellschaft für Informatik. [PDF, 1MB]

Seeliger, Arne; Merz, Gerrit; Holz, Christian und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2021): Exploring the Effect of Visual Cues on Eye Gaze During AR-Guided Picking and Assembly Tasks. 2021 IEEE International Symposium on Mixed and Augmented Reality (SMAR), Online, 04.10.2021-08.10.2021. In: 2021 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), S. 159-164

Senoner, Julian; Netland, Torbjörn und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2021): Using Explainable Artificial Intelligence to Improve Process Quality: Evidence from Semiconductor Manufacturing. In: Management Science, Bd. 68, Nr. 8: S. 5704-5723 [PDF, 1MB]

Ufer, Nikolai ORCID logoORCID: https://orcid.org/0000-0002-5166-2843; Lang, Sabine ORCID logoORCID: https://orcid.org/0000-0003-2543-0085 und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2021): Object Retrieval and Localization in Large Art Collections Using Deep Multi-style Feature Fusion and Iterative Voting. 16th European Conference on Computer Vision (ECCV) : VISART workshop, Glasgow, 23.-28. August 2020. Bartoli, Adrien und Fusiello, Andrea (Hrsg.): In: Computer Vision – ECCV 2020 Workshop Proceedings, Bd. 2 Cham: Springer International Publishing. S. 159-176

Weitkämper, Felix ORCID logoORCID: https://orcid.org/0000-0002-3895-8279 (2021): Axiomatizing Boolean Differentiation. In: Große, Daniel und Drechsler, Rolf (Hrsg.): Recent Findings in Boolean Techniques. Selected Papers from the 14th International Workshop on Boolean Problems. Cham: Springer. S. 83-104 [PDF, 333kB]

Yue, Zhenrui; Kratzwald, Bernhard und Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729 (2021): Contrastive Domain Adaptation for Question Answering using Limited Text Corpora. EMNLP 2021, Online, 07.11.2021-11.11.2021. In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, S. 9575-9593

2020

Liang, Sheng; Dufter, Philipp und Schütze, Hinrich (Dezember 2020): Monolingual and Multilingual Reduction of Gender Bias in Contextualized Representations. The 28th International Conference on Computational Linguistics, Online, 8. - 13. Dezember 2020. [PDF, 850kB]

Schick, Timo; Schmid, Helmut und Schütze, Hinrich (Dezember 2020): Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification. The 28th International Conference on Computational Linguistics, Online, 8. - 11. Dezember 2020. [PDF, 275kB]

Severini, Silvia; Hangya, Viktor; Fraser, Alexander und Schütze, Hinrich (Dezember 2020): Combining Word Embeddings with Bilingual Orthography Embeddings for Bilingual Dictionary Induction. The 28th International Conference on Computational Linguistics, Online, 8. - 13. Dezember 2020. [PDF, 235kB]

Dufter, Philipp und Schütze, Hinrich (November 2020): Identifying Elements Essential for BERT’s Multilinguality. Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, Online, 16th – 20th November 2020. [PDF, 863kB]

Hofmann, Valentin; Pierrehumbert, Janet und Schütze, Hinrich (November 2020): DagoBERT: Generating Derivational Morphology with a Pretrained Language Model. Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, Online, 16. – 20. November 2020. [PDF, 2MB]

Nguyen, Vu-Linh ORCID logoORCID: https://orcid.org/0000-0003-1642-4468; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108; Rapp, Michael ORCID logoORCID: https://orcid.org/0000-0001-8570-8240; Loza Mencia, Eneldo und Fürnkranz, Johannes (15. Oktober 2020): On Aggregation in Ensembles of Multilabel Classifiers. 23rd International Conference on Discovery Science, Virtual, 19-21 October 2020. In: Discovery Science, Bd. 12323 Cham: Springer. S. 533-547

McClelland, James; Hill, Felix; Rudolph, Maja; Baldridge, Jason und Schütze, Hinrich (28. September 2020): Placing language in an integrated understanding system: Next steps toward human-level performance in neural language models. In: Proceedings of the National Academy of Sciences, Nr. 42: S. 25966-25974 [PDF, 818kB]

Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (September 2020): Towards Analogy-Based Explanations in Machine Learning. Modeling Decisions for Artificial Intelligence, Sant Cugat, Spain, September 2–4, 2020. In: Modeling Decisions for Artificial Intelligence, Bd. 12256 Cham: Springer. S. 205-217

Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108; Fürnkranz, Johannes; Loza Mencia, Eneldo; Nguyen, Vu-Linh ORCID logoORCID: https://orcid.org/0000-0003-1642-4468 und Rapp, Michael ORCID logoORCID: https://orcid.org/0000-0001-8570-8240 (August 2020): Rule-Based Multi-label Classification: Challenges and Opportunities. 4th International Joint Conference on Rules and Reasoning, Virtual, 29 June - 1 July 2020. In: Rules and Reasoning, Bd. 12173 Cham: Springer. S. 3-19

Hofmann, Valentin; Pierrehumbert, Janet und Schütze, Hinrich (6. Juli 2020): Predicting the Growth of Morphological Families from Social and Linguistic Factors. , July 6 – 8, 2020, Seattle, USA [PDF, 2MB]

Hofmann, Valentin; Schütze, Hinrich und Pierrehumbert, Janet (6. Juli 2020): A Graph Auto-encoder Model of Derivational Morphology. , July 6 – 8, 2020, Seattle, USA [PDF, 1MB]

Kassner, Nora und Schütze, Hinrich (6. Juli 2020): Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly. The 58th Annual Meeting of the Association for Computational Linguistic, Seattle, USA, July 6 – 8, 2020. Stroudsburg, USA: Association for Computational Linguistics. [PDF, 251kB]

Poerner, Nina; Waltinger, Ulli und Schütze, Hinrich (6. Juli 2020): Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity. , July 6 – 8, 2020, Seattle, USA [PDF, 386kB]

Schick, Timo und Schütze, Hinrich (6. Juli 2020): BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance. The 58th Annual Meeting of the Association for Computational Linguistics, Seattle, USA, July 6 – 8, 2020. [PDF, 399kB]

Bengs, Viktor und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Juli 2020): Preselection Bandits. 37th International Conference on Machine Learning, Virtual, July 12-18 2020. III, Hal Daumé und Singh, Aarti (Hrsg.): In: Proceedings of the 37th International Conference on Machine Learning, Bd. 119 PMLR. S. 778-787 [PDF, 630kB]

Dari, Simone; Kadrileev, Nikolay und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Juli 2020): A Neural Network-Based Driver Gaze Classification System with Vehicle Signals. 2020 International Joint Conference on Neural Networks (IJCNN), Glasgow, UK, 19-24 July 2020. In: 2020 International Joint Conference on Neural Networks (IJCNN), S. 1-7

Lindörfer, Doris; Mansmann, Ulrich und Reinhardt, Isabel (16. Juni 2020): Incorporation of Multiple Sources into IT – and Data Protection Concepts: Lessons Learned from the FARKOR Project. In: Studies in Health Technology and Informatics, Nr. 270: S. 262-266 [PDF, 656kB]

Rahnama, Javad und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (5. Juni 2020): Learning Tversky Similarity. International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Lisbon, Portugal, 15-19 June 2020. In: Information Processing and Management of Uncertainty in Knowledge-Based Systems, Bd. 1238 Cham: Springer. S. 269-280 [PDF, 418kB]

Weitkämper, Felix ORCID logoORCID: https://orcid.org/0000-0002-3895-8279 (2. Juni 2020): The first-order theory of boolean differentiation. Extended version. [PDF, 404kB]

Campagner, Andrea ORCID logoORCID: https://orcid.org/0000-0002-0027-5157; Ciucci, Davide ORCID logoORCID: https://orcid.org/0000-0002-8083-7809 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Juni 2020): Feature Reduction in Superset Learning Using Rough Sets and Evidence Theory. International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Lisbon, Portugal, 15-19 June 2020. In: Information Processing and Management of Uncertainty in Knowledge-Based Systems, Bd. 1237 Cham: Springer. S. 471-484 [PDF, 325kB]

Milbich, Timo; Ghori, Omair; Diego, Ferran und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (Juni 2020): Unsupervised representation learning by discovering reliable image relations. In: Pattern Recognition, Bd. 102, 107107

Schneider, Stefanie ORCID logoORCID: https://orcid.org/0000-0003-4915-6949 (Juni 2020): Museum Analytics. Museale Sammlungen neu und anders entdecken. In: Museumskunde, Bd. 84

Dufter, Philipp und Schütze, Hinrich (1. Mai 2020): Identifying Necessary Elements for BERT’s Multilinguality. [PDF, 631kB]

Sabet, Masoud Jalili; Dufter, Philipp und Schütze, Hinrich (27. April 2020): SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings. In: Findings of ACL: EMNLP 2020 [PDF, 1MB]

Reißer, Alexandra ORCID logoORCID: https://orcid.org/0000-0001-5560-1901; Schneider, Stefanie ORCID logoORCID: https://orcid.org/0000-0003-4915-6949 und Schulz, Julian ORCID logoORCID: https://orcid.org/0000-0003-4374-2680 (April 2020): Schmankerl Time Machine. Die Speisekarte als Datenträger des kulturellen Gedächtnisses. In: Marquart, Vivienne und Sterzinger-Killermann, Clara (Hrsg.): Zwei Kugeln süß-sauer mit scharf! Münchens migrantisch geprägte Gastronomie. Münchner Beiträge zur Migrationsgeschichte, Bd. 4. München: Allitera. S. 153-172 [PDF, 909kB]

Shaker, Mohammad Hossein und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (April 2020): Aleatoric and Epistemic Uncertainty with Random Forests. International Symposium on Intelligent Data Analysis, Bodenseeforum, Lake Constance, Germany, April 27-29 2020. In: Advances in Intelligent Data Analysis XVIII, Bd. 12080 Cham: Springer. S. 444-456 [PDF, 1MB]

Nguyen, Vu-Linh ORCID logoORCID: https://orcid.org/0000-0003-1642-4468 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Februar 2020): Reliable Multilabel Classification: Prediction with Partial Abstention. 34th AAAI Conference on Artificial Intelligence, New York, USA, 7-12 Feburary 2020. Proceedings of the AAAI Conference on Artificial Intelligence. Bd. 34, Nr. 04 S. 5264-5271

Fritz, Cornelius; Lebacher, Michael und Kauermann, Göran (2020): Tempus volat, hora fugit: A survey of tie‐oriented dynamic network models in discrete and continuous time. In: Statistica Neerlandica, Bd. 74, Nr. 3: S. 275-299 [PDF, 3MB]

Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108; Fürnkranz, Johannes und Loza Mencia, Eneldo (2020): Conformal Rule-Based Multi-label Classification. KI 2020: Advances in Artificial Intelligence. 43rd German Conference on AI, Bamberg, Germany, September 21–25, 2020. In: KI 2020: Advances in Artificial Intelligence, Bd. 12325 Cham: Springer. S. 290-296

Mai, Thong Le; Chung, Minh Thanh; Le, Van Thanh und Thoai, Nam (2020): From Transcripts to Insights for Recommending the Curriculum to University Students. In: SN Computer Science, Bd. 1, Nr. 6, 323 [PDF, 2MB]

Pfannschmidt, Karlson ORCID logoORCID: https://orcid.org/0000-0001-9407-7903 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (2020): Learning Choice Functions via Pareto-Embeddings. 43rd German Conference on AI, Bamberg, Germany, 21-25 September, 2020. In: KI 2020: Advances in Artificial Intelligence, Bd. 12325 Cham: Springer. S. 327-333

Rombach, Robin; Esser, Patrick und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2020): Making Sense of CNNs: Interpreting Deep Representations and Their Invariances with INNs. 16th European Conference on Computer Vision (ECCV), Glasgow, 23.-28. August 2020. Vedaldi, Andrea; Bischof, Horst; Brox, Thomas und Frahm, Jan-Michael (Hrsg.): In: Computer Vision – ECCV 2020 Proceedings, Bd. 17 Cham: Springer International Publishing. S. 647-664

Trautmann, Dietrich; Fromm, Michael; Tresp, Volker; Seidl, Thomas und Schütze, Hinrich (2020): Relational and Fine-Grained Argument Mining. The LMU Munich project ReMLAV within the DFG Priority Program RATIO “Robust Argumentation Machines”. In: Datenbank-Spektrum, Bd. 20, Nr. 2: S. 99-105 [PDF, 365kB]

Udupa, Sahana ORCID logoORCID: https://orcid.org/0000-0003-3647-9570; Gagliardone, Iginio; Deem, Alexandra und Csuka, Laura (2020): Field of disinformation, democratic processes and conflict. In: Social Science Research Council

Zhao, Mengjie; Dufter, Philipp; Yaghoobzadeh, Yadollah und Schütze, Hinrich (2020): Quantifying the Contextualization of Word Representations with Semantic Class Probing. In: Findings of ACL: EMNLP 2020 [PDF, 495kB]

2019

McClelland, James; Hill, Felix; Rudolph, Maja; Baldridge, Jason und Schütze, Hinrich (12. Dezember 2019): Extending Machine Language Models toward Human-Level Language Understanding. [PDF, 897kB]

Dufter, Philipp und Schütze, Hinrich (3. November 2019): Analytical Methods for Interpretable Ultradense Word Embeddings. , November 3–7, 2019, Hong Kong, China [PDF, 423kB]

Adel, Heike und Schütze, Hinrich (September 2019): Type-aware Convolutional Neural Networks for Slot Filling. In: Journal of Artificial Intelligence Research, Bd. 66: S. 297-339 [PDF, 496kB]

Sedinkina, Marina; Breitkopf, Nikolas und Schütze, Hinrich (28. Juli 2019): Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes. , July 28 - August 2, 2019, Florence, Italy [PDF, 301kB]

Yaghoobzadeh, Yadollah; Kann, Katharina; Hazen, Timothy; Agirre, Eneko und Schütze, Hinrich (28. Juli 2019): Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings. , July 28 - August 2, 2019, Florence, Italy [PDF, 690kB]

Zhao, Mengjie und Schütze, Hinrich (28. Juli 2019): A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction. , July 28 - August 2, 2019, Florence, Italy [PDF, 544kB]

Kemos, Apostolos; Adel, Heike und Schütze, Hinrich (Juni 2019): Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging. , Minneapolis, USA, 2. - 7. June 2019. [PDF, 369kB]

Schick, Timo und Schütze, Hinrich (Juni 2019): Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts. 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Minneapolis, USA, 2. - 7. June 2019. Association for Computational Linguistics. [PDF, 304kB]

Schick, Timo und Schütze, Hinrich (April 2019): Rare Words: A Major Problem for Contextualized Embeddings And How to Fix it by Attentive Mimicking. The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), New York, USA, February 7-12, 2020. [PDF, 372kB]

Schick, Timo und Schütze, Hinrich (Januar 2019): Learning Semantic Representations for Novel Words: Leveraging Both Form and Context. Thirty-Third AAAI Conference on Artificial Intelligence; AAAI-2019, Honolulu, Hawaii, USA, 27. January – 01. February 2019. [PDF, 165kB]

Esser, Patrick; Haux, Johannes; Milbich, Timo ORCID logoORCID: https://orcid.org/0000-0002-5012-0874 und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2019): Towards Learning a Realistic Rendering of Human Behavior. 9th International Workshop on Human Behavior Understanding : Generating Visual Data on Human Behavior (HBUGEN): In conjunction with ECCV, München, 9. September 2018. Leal-Taxié, Laura und Roth, Stefan (Hrsg.): In: Computer Vision – ECCV 2018 Workshops, Bd. 2 Cham: Springer International Publishing. S. 409-425

Lang, Sabine ORCID logoORCID: https://orcid.org/0000-0003-2543-0085 und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2019): Reflecting on How Artworks Are Processed and Analyzed by Computer Vision. 15th European Conference on Computer Vision (ECCV) : VISART workshop, München, 8.-14. September 2018. Leal-Taxié, Laura und Roth, Ste (Hrsg.): In: Computer Vision – ECCV 2018 Workshops, Bd. 2 Cham: Springer International Publishing. S. 647-652

Sagstetter, Thomas (2019): Digitaler Strukturwandel und Privatrecht – Neue Regeln für Big Data & Co.? In: Husemann, Tim; Korves, Robert; Rosenkranz, Frank; Schmitt, Laura; Arnold, Litó; Beke-Martos, Judit; Dördelmann, Philipp; Häsemeyer, Skrollan; Kämper, Ludger; Musinsky, Daniel; Tadus, Daria; Tophof, Alexander und Antje, Weirauch (Hrsg.): Strukturwandel und Privatrecht. Jahrbuch Junge Zivilrechtswissenschaft, Baden-Baden: Nomos Verlag. S. 1-28 [PDF, 426kB]

2018

Roth, Benjamin; Conforti, Costanza; Poerner, Nina; Schütze, Hinrich und Kumar Karn, Sanjeev (7. Dezember 2018): Neural architectures for open-type relation argument extraction. In: Natural Language Engineering, Bd. 25, Nr. 2: S. 219-238 [PDF, 611kB]

Cornolti, Marco; Ferragina, Paolo; Ciaramita, Massimiliano; Rüd, Stefan und Schütze, Hinrich (Dezember 2018): SMAPH: A Piggyback Approach for Entity-Linking in Web Queries. In: ACM Transactions on Information Systems, Bd. 37, Nr. 1, 13 [PDF, 1MB]

Dufter, Philipp und Schütze, Hinrich (November 2018): A Stronger Baseline for Multilingual Word Embeddings. [PDF, 173kB]

Kann, Katharina und Schütze, Hinrich (Oktober 2018): Neural Transductive Learning and Beyond: Morphological Generation in the Minimal-Resource Setting. 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, 31. October - 04. November 2018. Riloff, Ellen; Chiang, David; Hockenmaier, Julia und Tsujii, Jun’ichi (Hrsg.): In: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Stroudsburg, PA: Association for Computational Linguistics (ACL). S. 3060-3066 [PDF, 879kB]

Poerner, Nina; Sabet, Masoud Jalili; Roth, Benjamin und Schütze, Hinrich (Oktober 2018): Aligning Very Small Parallel Corpora Using Cross-Lingual Word Embeddings and a Monogamy Objective. [PDF, 409kB]

Schmitt, Martin; Steinheber, Simon und Schreiber, Konrad (Oktober 2018): Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks. 2018 Conference on Empirical Methods in Natural Language Processing; EMNLP 2018, Brussels, Belgium, 31. October - 02. November 2018. In: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Stroudsburg PA: Association for Computational Linguistics. S. 1109-1114 [PDF, 193kB]

Yaghoobzadeh, Yadollah und Schütze, Hinrich (Oktober 2018): Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing. 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, 31. October - 04. November 2018. Riloff, Ellen; Chiang, David; Hockenmaier, Julia und Tsujii, Jun’ichi (Hrsg.): In: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing Stroudsburg PA: Association for Computational Linguistics. S. 3060-3066 [PDF, 292kB]

Yin, Wenpeng; Yaghoobzadeh, Yadollah und Schütze, Hinrich (August 2018): Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs. The 27th International Conference on Computational Linguistics; COLING2018, Santa Fe, New Mexico, USA, 20. - 26. August 2018. Bender, Emily M.; Derczynski, Leon und Isabelle, Pierre (Hrsg.): In: Proceedings of the 27th International Conference on Computational Linguistics, Stroudsburg, PA: Association for Computational Linguistics. S. 2369-2378 [PDF, 424kB]

Büchler, Uta ORCID logoORCID: https://orcid.org/0000-0002-0074-8559; Brattoli, Biagio und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (30. Juli 2018): Improving Spatiotemporal Self-Supervision by Deep Reinforcement Learning. 15th European Conference on Computer Vision (ECCV), München, 8.-14. September 2018. Ferrari, Vittorio; Hebert, Martial; Sminchisescu, Cristian und Weiss, Yair (Hrsg.): In: Computer Vision – ECCV 2018 Proceedings, Bd. 15 Cham: Springer International Publishing. S. 797-814 [PDF, 5MB]

Dufter, Philipp; Zhao, Mengjie; Schmitt, Martin; Fraser, Alexander und Schütze, Hinrich (Juli 2018): Embedding Learning Through Multilingual Concept Induction. Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Melbourne, Australia, July 15-20, 2018. Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics Bd. 1 Association for Computational Linguistics. S. 1520-1530 [PDF, 453kB]

Poerner, Nina; Roth, Benjamin und Schütze, Hinrich (Juli 2018): Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement. The 56th Annual Meeting of the Association for Computational Linguistics, Melbourne, Australia, 15. - 20. July 2018. Gurevych, Iryna und Miyao, Yusuke (Hrsg.): In: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Stroudsburg, PA: Association for Computational Linguistics (ACL). S. 340-350 [PDF, 669kB]

Abiteboul, Serge; Arenas, Marcelo; Barceló, Pablo; Bienvenu, Meghyn; Calvanese, Diego; David, Claire; Hull, Richard; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108; Kimelfeld, Benny; Libkin, Leonid; Martens, Wim; Milo, Tova; Murlak, Filip; Neven, Frank; Ortiz, Magdalena; Schwentick, Thomas; Stoyanovich, Julia; Su, Jianwen; Suciu, Dan; Vianu, Victor und Yi, Ke (April 2018): Research Directions for Principles of Data Management (Dagstuhl Perspectives Workshop 16151). In: Dagstuhl Manifestos, Bd. 7, Nr. 1: S. 1-29 [PDF, 519kB]

Yaghoobzadeh, Yadollah; Adel, Heike und Schütze, Hinrich (April 2018): Corpus-Level Fine-Grained Entity Typing. In: Journal of Artificial intelligence Research, Bd. 61: S. 835-862 [PDF, 1MB]

Bernhart, Elias ORCID logoORCID: https://orcid.org/0000-0002-8858-0841 (18. Januar 2018): Orientierung zum Datenmanagement und Hinweise für die Erstellung eines Datenmanagementplans für qualitative Daten an der LMU München. [PDF, 1MB]

Klinke, Harald ORCID logoORCID: https://orcid.org/0000-0001-8603-5105 (Hrsg.) (2018): #DigiCampus. Digitale Forschung und Lehre in den Geisteswissenschaften. München: Universitätsbibliothek der Ludwig-Maximilians-Universität. [PDF, 31MB]

Bell, Peter und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2018): Computer Vision und Kunstgeschichte – Dialog zweier Bildwissenschaften. In: Kuroczyński, Piotr; Bell, Peter und Dieckmann, Lisa (Hrsg.): Computing Art Reader: Einführung in die digitale Kunstgeschichte. Computing in Art and Architecture, Bd. 1. Heidelberg: arthistoricum.net-ART-Books. S. 60-75 [PDF, 2MB]

Burghardt, Manuel; Isemann, Daniel; Kattenbeck, Markus; Ludwig, Bernd und Wolff, Christian (2018): Digital Humanities an der Universität Regensburg. Geschichte – Projekte – Studiengang. In: Klinke, Harald (Hrsg.): #DigiCampus. Digitale Forschung und Lehre in den Geisteswissenschaften. München: Universitätsbibliothek der Ludwig-Maximilians-Universität. S. 115-128 [PDF, 1MB]

Frank, Markus (2018): Digital Humanities Sprachwissenschaften. Schwerpunkte bei der Entwicklung eines sprachwissenschaftlichen DH-Nebenfaches. In: Klinke, Harald (Hrsg.): #DigiCampus. Digitale Forschung und Lehre in den Geisteswissenschaften. München: Universitätsbibliothek der Ludwig-Maximilians-Universität. S. 103-114 [PDF, 148kB]

Ghori, Omair; Mackowiak, Radek; Bautista, Miguel A.; Beuter, Niklas; Drumond, Lucas; Diego, Ferran und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2018): Learning to Forecast Pedestrian Intention from Pose Dynamics. 2018 IEEE Intelligent Vehicles Symposium (IV), Changshu, 26-30 June 2018. In: 2018 IEEE Intelligent Vehicles Symposium (IV), Piscataway, NJ: IEEE. S. 1277-1284

Hengerer, Mark Sven; Hödl-Notter, Isabella und Schön, Gerhard (2018): Squirrel. Ein innovativer Editor zur Erstellung digitaler Editionen und sein Pilotprojekt. In: Klinke, Harald (Hrsg.): #DigiCampus. Digitale Forschung und Lehre in den Geisteswissenschaften. München: Universitätsbibliothek der Ludwig-Maximilians-Universität. S. 129-138 [PDF, 4MB]

Klinke, Harald ORCID logoORCID: https://orcid.org/0000-0001-8603-5105 (2018): Datenanalyse in der Digitalen Kunstgeschichte. Neue Methoden in Forschung und Lehre und der Einsatz des DHVLab in der Lehre Harald Klinke. In: Klinke, Harald (Hrsg.): #DigiCampus. Digitale Forschung und Lehre in den Geisteswissenschaften. München: Universitätsbibliothek der Ludwig-Maximilians-Universität. S. 19-34 [PDF, 7MB]

Klinke, Harald ORCID logoORCID: https://orcid.org/0000-0001-8603-5105 (2018): Vorwort: Die digitale Transformation in den Geisteswissenschaften. In: Klinke, Harald (Hrsg.): #DigiCampus. Digitale Forschung und Lehre in den Geisteswissenschaften. München: Universitätsbibliothek der Ludwig-Maximilians-Universität. S. 1-8 [PDF, 168kB]

Kohle, Hubertus ORCID logoORCID: https://orcid.org/0000-0003-3162-1304 (2018): Die Geisteswissenschaften und das Digitale. Ein Quantensprung oder business as usual? In: Klinke, Harald (Hrsg.): #DigiCampus. Digitale Forschung und Lehre in den Geisteswissenschaften. München: Universitätsbibliothek der Ludwig-Maximilians-Universität. S. 9-17 [PDF, 370kB]

Krefeld, Thomas ORCID logoORCID: https://orcid.org/0000-0001-9657-6052 (2018): DHLehre. Integration von Forschung und universitärem Unterricht. In: Klinke, Harald (Hrsg.): #DigiCampus. Digitale Forschung und Lehre in den Geisteswissenschaften. München: Universitätsbibliothek der Ludwig-Maximilians-Universität. S. 35-46 [PDF, 8MB]

Lang, Sabine und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2018): Attesting similarity: Supporting the organization and study of art image collections with computer vision. In: Digital Scholarship in the Humanities, Bd. 33, Nr. 4: S. 845-856

Lang, Sabine ORCID logoORCID: https://orcid.org/0000-0003-2543-0085 und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2018): Reconstructing Histories: Analyzing Exhibition Photographs with Computational Methods. In: Arts, Bd. 7, Nr. 4, 64 [PDF, 4MB]

Ortner, Sebastian ORCID logoORCID: https://orcid.org/0000-0002-1824-3540 (2018): Metadata Guidelines for the Latin Subcorpus PaLaFraLat. PaLaFra – The transition from Latin to French: constitution and analysis of a Latin-French digital corpus. Tübingen [PDF, 647kB]

Riepl, Christian (2018): Von der IT-Gruppe Geisteswissenschaften zu einem LMU Center for Digital Humanities? Zu Entwicklung, Mehrwert und Nachhaltigkeit des Digitalen. In: Klinke, Harald (Hrsg.): #DigiCampus. Digitale Forschung und Lehre in den Geisteswissenschaften. München: Universitätsbibliothek der Ludwig-Maximilians-Universität. S. 57-75 [PDF, 811kB]

Sanakoyeu, Artsiom; Bautista, Miguel A. und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2018): Deep unsupervised learning of visual similarities. In: Pattern Recognition, Bd. 78: S. 331-343

Sanakoyeu, Artsiom; Kotovenko, Dmytro; Lang, Sabine ORCID logoORCID: https://orcid.org/0000-0003-2543-0085 und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2018): A Style-Aware Content Loss for Real-Time HD Style Transfer. 15th European Conference on Computer Vision (ECCV), München, 8.-14. September 2018. Ferrari, Vittorio; Hebert, Martial; Sminchisescu, Cristian und Weiss, Yair (Hrsg.): In: Computer Vision – ECCV 2018 Proceedings, Bd. 8 Cham: Springer International Publishing. S. 715-731

Schneider, Stefanie (2018): Das DHVLab Analysecenter. Ein Tool zur datengestützten Forschung in den Geisteswissenschaften. In: Klinke, Harald (Hrsg.): #DigiCampus. Digitale Forschung und Lehre in den Geisteswissenschaften. München: Universitätsbibliothek der Ludwig-Maximilians-Universität. S. 47-56 [PDF, 8MB]

Schulz, Julian ORCID logoORCID: https://orcid.org/0000-0003-4374-2680 (2018): Auf dem Weg zu einem DH-Curriculum Digital Humanities in den Geschichts- und Kunstwissenschaften an der LMU München. In: Klinke, Harald (Hrsg.): #DigiCampus. Digitale Forschung und Lehre in den Geisteswissenschaften. München: Universitätsbibliothek der Ludwig-Maximilians-Universität. S. 77-101 [PDF, 795kB]

Yin, Wenpeng und Schütze, Hinrich (2018): Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms. In: Transactions of the Association for Computational Linguistics, Bd. 6: S. 687-702 [PDF, 1MB]

2017

Höhl, Wolfgang ORCID logoORCID: https://orcid.org/0000-0002-2242-4395 (16. September 2017): Open Innovation and Applied Interactive Technologies. Identifying project partners and interdisciplinary synergies with the Applied Interactive Technologies (APITs) networking matrix. ACM Symposium on Applied Perception, Brandenburg University of Technology in Cottbus, Germany, 16. - 17. September 2017. [PDF, 270kB]

Seemann, Nina; Merten, Marie-Luis; Geierhos, Michaela; Tophinke, Doris und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (August 2017): Annotation Challenges for Reconstructing the Structural Elaboration of Middle Low German. Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature, Vancouver, Canada, August, 2017. In: Proceedings of the Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature, Vancouver, Canada: Association for Computational Linguistics. S. 40-45 [PDF, 125kB]

Höhl, Wolfgang (9. März 2017): Industrie 4.0 und Angewandte Interaktive Technologien (APITs). Identifizieren von Projektpartnern und interdisziplinären Synergien mit der APITs-Vernetzungsmatrix. Elemente, Aufbau und Struktur interaktiver industrieller Anwendungen für Augmented Reality, Mixed Reality und Virtual Reality. [PDF, 833kB]

Biagini, Francesca ORCID logoORCID: https://orcid.org/0000-0001-9801-5259 (2017): Quantitative Network Science (QNetS). CAS Concepts, Bd. 5. München: Ludwig-Maximilians-Universität. [PDF, 849kB]

Lücke, Stephan ORCID logoORCID: https://orcid.org/0000-0002-5853-1918; Riepl, Christian und Trautmann, Caroline (2017): Softwaretools und Methoden für die korpuslinguistische Praxis. Korpus im Text, Bd. 1. München [PDF, 8MB]

Thurman, Neil (2017): Social media, surveillance and news work: On the apps promising journalists a "crystal ball". In: Digital Journalism [PDF, 1MB]

Thurman, Neil; Doerr, Konstantin und Kunert, Jessica (2017): When Reporters get Hands-on with Robo-writing: Professionals Consider Automated Journalism’s Capabilities and Consequences. In: Digital Journalism [PDF, 572kB]

Wahl, Anna-Sophia; Büchler, Uta ORCID logoORCID: https://orcid.org/0000-0002-0074-8559; Brandli, Andre; Brattoli, Biagio; Musall, S.; Kasper, Haino Uwe; Ineichen, B. V.; Helmchen, Fritjof ORCID logoORCID: https://orcid.org/0000-0002-8867-9569; Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X und Schwab, Martin E. (2017): Optogenetically stimulating intact rat corticospinal tract post-stroke restores motor control through regionalized functional circuit formation. In: Nature Communications, Bd. 8, Nr. 1: S. 1187 [PDF, 2MB]

2016

Abiteboul, Serge; Arenas, Marcelo; Barceló, Pablo; Bienvenu, Meghyn; Calvanese, Diego; David, Claire; Hull, Richard; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108; Kimelfeld, Benny; Libkin, Leonid; Martens, Wim; Milo, Tova; Murlak, Filip; Neven, Frank; Ortiz, Magdalena; Schwentick, Thomas; Stoyanovich, Julia; Su, Jianwen; Suciu, Dan; Vianu, Victor und Yi, Ke (Dezember 2016): Research Directions for Principles of Data Management (Abridged). In: SIGMOD Record, Bd. 45, Nr. 4: 5–17

Fakesch, Jens (25. Juli 2016): Multi-User 3D Augmented Reality Anwendung für die gemeinsame Interaktion mit virtuellen 3D Objekten. Masterarbeit, Fakultät für Mathematik, Informatik und Statistik, Ludwig-Maximilians-Universität München. [PDF, 31MB]

Wurm, Luisa; García, Rubén; Anthes, Christoph; Kranzlmüller, Dieter und Höhl, Wolfgang (30. Mai 2016): Benefits of Tablet Interfaces for Immersive Visualization in Information Visualization. WSCG 2016 International Conferences in Central Europe on Computer Graphics, Visualization and Computer Vision, Plzen / CZ, 30. Mai - 03. Juni 2016. [PDF, 7MB]

Thurman, Neil; Schifferes, Steve; Fletcher, Richard; Nic, Newman; Hunt, Stephen und Aljosha, Schapals (23. Februar 2016): Giving computers a nose for news: exploring the limits of story detection and verification. In: Digital Journalism, Bd. 4, Nr. 7: S. 838-848 [PDF, 311kB]

Fuchs, Mathias; Jiang, Xiaoyu und Anne-Laure, Boulesteix (14. Januar 2016): The computationally optimal test set size in simulation studies on supervised learning. Department of Statistics: Technical Reports, Nr. 189 [PDF, 432kB]

Bell, Peter und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2016): Digital Connoisseur? How Computer Vision Supports Art History. In: Albl, Stefan und Aggujaro, Alina (Hrsg.): Il metodo del conoscitore: approcci, limiti, prospettive. Roma: Artemide. S. 187-197

Bell, Peter und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2016): Ramboux und der Computer. Experimente zum automatischen Sehen mit Kopien des Nazareners. In: Sölter, Ulf (Hrsg.): Italien so nah : Johann Anton Ramboux (1790-1866). Köln: Wienand. S. 80-89

Ess, Hans van (2016): Zur Situation der Geisteswissenschaften heute. CAS eSeries, Bd. 13. München: Ludwig-Maximilians-Universität. [PDF, 1MB]

Zedelmaier, Helmut (2016): Christoph Just Udenius and the German ars excerpendi around 1700. On the Flourishing and Disappearance of a Pedagogical Genre. In: Cevolini, Alberto (Hrsg.): Forgetting machines: knowledge management evolution in early modern Europe. Library of the written word, Bd. 53. Leiden ; Boston: Brill. S. 79-104

2015

Rubio, Jose C. ORCID logoORCID: https://orcid.org/0000-0003-1270-354X; Eigenstetter, Angela und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (Dezember 2015): Generative regularization with latent topics for discriminative object recognition. In: Pattern Recognition, Bd. 48, Nr. 12: S. 3871-3880

Fischer, Frank; Wecker, Christof und Stegmann, Karsten (Oktober 2015): Auswirkungen digitaler Medien auf den Wissens- und Kompetenzerwerb in der Schule. [PDF, 438kB]

Broschart, Daniel und Höhl, Wolfgang (1. April 2015): Augmented Reality in Architektur und Stadtplanung. Potenziale von Augmented Reality in Architektur und Stadtplanung. In: GIS Science, Nr. 1: S. 20-29 [PDF, 847kB]

Häuber, Chrystina (März 2015): Rome: the city of memories. Or, why and how reconstruct and visualize ancient and post-antique Rome using digital technologies? The "AIS ROMA", diachronic and phase maps of (ancient) Rome in the WWW Long version 2015, München. The International Symposium Reconstruction and the Historic City: Rome and Abroad - an interdisciplinary approach, LMU München, Deutschland, 17. - 19. Oktober 2012. [PDF, 8MB]

Antić, Borislav und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (22. Februar 2015): Spatio-temporal Video Parsing for Abnormality Detection. arxiv.org [PDF, 4MB]

Michel, Antje; Wurdack, Ilse; Wunder, Marco und Kaminski, Christine (11. Februar 2015): Relaunch der Universitätsbibliotheks-Website. Leitfaden zur erfolgreichen Konzeption und Realisierung von Website-Projekten an der LMU. [PDF, 513kB]

Bell, Peter und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2015): Training Argus. Ansätze zum automatischen Sehen in der Kunstgeschichte. In: Kunstchronik: Monatsschrift für Kunstwissenschaft, Museumswesen und Denkmalpflege, Bd. 68, Nr. 8: S. 414-420

2014

Behmel, Andreas; Kienzl, Thomas und Höhl, Wolfgang (11. September 2014): [DEMO] MRI Design Review System. A Mixed Reality Interactive Design Review System for Architecture, Serious Games and Engineering using Game Engines, Standard Software, a Tablet Computer and Natural Interfaces. ISMAR 2014 International Symposium on Mixed and Augmented Reality, Technische Universität München, 08. - 12. September 2014. [PDF, 257kB]

Höhl, Wolfgang (1. Januar 2014): Sim Games, Simulation und industrielle Anwendungen. In: Kaiser, Markus (Hrsg.): Ringvorlesung Games. Retro Gaming, Gamification, Augmented Reality, Bd. 1. 1. München: Verlag Dr. Gabriele Hooffacker / MedienCampus Bayern e.V.. S. 80-97 [PDF, 682kB]

Antić, Borislav und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2014): Learning Latent Constituents for Recognition of Group Activities in Video. 13th European Conference on Computer Vision (ECCV), Zürich, 6.-12. September 2014. Fleet, David; Pajdla, Tomas; Schiele, Bernt und Tuytelaars, Tinne (Hrsg.): In: Computer Vision – ECCV 2014 Proceedings, Bd. 1 Cham: Springer International Publishing. S. 33-47

Busa-Fekete, Róbert; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Szörényi, Balázs (2014): Preference-Based Rank Elicitation using Statistical Models: The Case of Mallows. 31st International Conference on Machine Learning (ICML 2014), Beijing, China, 21-26 June, 2014. Xing, Eric P. und Jebara, Tony (Hrsg.): In: Proceedings of the 31st International Conference on Machine Learning, Bd. 32, Nr. 2 Bejing, China: PMLR. S. 1071-1079 [PDF, 569kB]

Monroy, Antonio; Bell, Peter und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2014): Morphological analysis for investigating artistic images. In: Image and Vision Computing, Bd. 32, Nr. 6-7: S. 414-423

Schütz, Franz X. (2014): Why work with geographers in reconstructions and visualizations of ancient Rome? An application of the landscape(t)-model. In: Häuber, Chrystina; Schütz, Franz X. und Winder, Gordon M. (Hrsg.): Reconstruction and the Historic City: Rome and Abroad - an interdisciplinary approach. Beiträge zur Wirtschaftsgeographie München, Bd. 6. München: LMU, Department für Geographie, Lehr- und Forschungseinheit Wirtschaftsgeographie. S. 108-127 [PDF, 2MB]

Wahl, Anna-Sophia; Omlor, W.; Rubio, Jose; Chen, J. L.; Zheng, H.; Schröter, A.; Gullo, M.; Weinmann, O.; Kobayashi, K.; Helmchen, Fritjof ORCID logoORCID: https://orcid.org/0000-0002-8867-9569; Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X und Schwab, Martin E. (2014): Asynchronous therapy restores motor control by rewiring of the rat corticospinal tract after stroke. In: Science, Bd. 344, Nr. 6189: S. 1250-1255

2013

Bell, Peter; Schlecht, Joseph und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (12. März 2013): Nonverbal Communication in Medieval Illustrations Revisited by Computer Vision and Art History. In: Visual Resources, Bd. 29, Nr. 1-2: S. 26-37

Erhard, Florian; Doelken, Lars; Jaskiewicz, Lukasz und Zimmer, Ralf (2013): PARma: identification of microRNA target sites in AGO-PAR-CLIP data. In: Genome Biology 14:R79 [PDF, 3MB]

Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2013): The Role of Shape in Visual Recognition. In: Dickinson, Sven und Pizlo, Zygmunt (Hrsg.): Shape Perception in Human and Computer Vision : An Interdisciplinary Perspective. Guildford, Surrey: Springer. S. 373-385

Schmid, Matthias; Wickler, Florian; Maloney, Kelly O.; Mitchell, Richard; Fenske, Nora und Mayr, Andreas (2013): Boosted Beta regression.
In: PLOS ONE 8(4), e61623 [PDF, 1MB]

Yarlagadda, Pradeep; Monroy, Antonio; Carqué, Bernd und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2013): Towards a Computer-Based Understanding of Medieval Images. In: Bock, Hans Georg; Jäger, Willi und Winckler, Michael J. (Hrsg.): Scientific Computing and Cultural Heritage. Berlin: Springer. S. 89-97

2012

Höhl, Wolfgang ORCID logoORCID: https://orcid.org/0000-0002-2242-4395 (4. Juni 2012): Netzwerktheorie und Prozessoptimierung. In: Business + Innovation, Nr. 2: S. 24-32

Garbe, Christoph S. und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2012): Parameter Estimation in Image Processing and Computer Vision. In: Bock, Hans Georg; Carraro, Thomas; Jäger, Willi; Körkel, Stefan; Rannacher, Rolf und Schlöder, Johannes P. (Hrsg.): Model Based Parameter Estimation. Contributions in mathematical and computational sciences, Bd. 4. Berlin: Springer. S. 311-334

Monroy, Antonio und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2012): Beyond Bounding-Boxes: Learning Object Shape by Model-Driven Grouping. 12th European Conference on Computer Vision (ECCV), Florenz, Oktober 2012. Fitzgibbon, Andrew; Lazebnik, Svetlana; Perona, Pietro; Sato, Yoichi und Schmid, Cordelia (Hrsg.): In: Computer Vision – ECCV 2012 Proceedings, Bd. 3 Berlin: Springer International Publishing. S. 580-593

Monroy Kuhn, Juan Antonio; Bell, Peter und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2012): Shaping Art with Art: Morphological Analysis for Investigating Artistic Reproductions. 12th European Conference on Computer Vision (ECCV) Workshop on VISART, Florenz, Oktober 2012. Fusiello, Andrea; Morino, Vittorio und Cucchiara, Rita (Hrsg.): In: Computer Vision – ECCV 2012 Workshops and Demonstrations, Bd. 1 Cham: Springer International Publishing. S. 571-580

Yarlagadda, Pradeep und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2012): From Meaningful Contours to Discriminative Object Shape. 12th European Conference on Computer Vision (ECCV), Florenz, Oktober 2012. Fitzgibbon, Andrew; Lazebnik, Svetlana; Perona, Pietro; Sato, Yoichi und Schmid, Cordelia (Hrsg.): In: Computer Vision – ECCV 2012 Proceedings, Bd. 1 Cham: Springer International Publishing. S. 766-779

2011

Tehrani, Ali Fallah; Cheng, Weiwei und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (2011): Choquistic Regression: Generalizing Logistic Regression using the Choquet Integral. EUSFLAT - LFA 2011, Aix-Les-Bains, France, 18 - 22 July 2011. In: Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-2011), Advances in Intelligent Systems Research S. 868-875 [PDF, 1MB]

2010

Mohajer, Mojgan; Englmeier, Karl-Hans und Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 (1. Dezember 2010): A comparison of Gap statistic definitions with and without logarithm function. Department of Statistics: Technical Reports, Nr. 96 [PDF, 766kB]

Strohschneider, Peter (2010): Exzellenzinitiative und Universitätsbegriff. CAS eSeries, Bd. 1. München: Ludwig-Maximilians-Universität MünchenCenter for Advanced Studies. [PDF, 1MB]

Yarlagadda, Pradeep; Monroy, Antonio und Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2010): Voting by Grouping Dependent Parts. 11th European Conference on Computer Vision (ECCV), Heraklion, September 2010. Daniilidis, Kostas; Maragos, Petros und Paragios, Nikos (Hrsg.): In: Computer Vision – ECCV 2010 Proceedings, Bd. 5 Cham: Springer International Publishing. S. 197-210

2009

Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X; Mader, Theodor und Buhmann, Joachim M. (12. Februar 2009): Seeing the Objects Behind the Dots: Recognition in Videos from a Moving Camera. In: International Journal of Computer Vision, Bd. 83, Nr. 1: S. 57-71

Landes, Jürgen; Paris, Jeff B. und Vencovská, Alena (2009): Instantial Relevance in Polyadic Inductive Logic. Logic and Its Applications, Chennai, January 9-11 2009. Ramanujam, R. und Sarukkai, Sundar (Hrsg.): In: Logic and its applications : third Indian conference ; proceedings, Berlin, Heidelberg: Springer. S. 162-169

2008

Morgan, Alexander A.; Lu, Zhiyong; Wang, Xinglong; Cohen, Aaron M.; Fluck, Juliane; Ruch, Patrick; Divoli, Anna; Fundel, Katrin; Leaman, Robert; Hakenberg, Joerg; Sun, Chengjie; Liu, Heng-hui; Torres, Rafael; Krauthammer, Michael; Lau, William W.; Liu, Hongfang; Hsu, Chun-Nan; Schuemie, Martijn; Cohen, K. Bretonnel und Hirschman, Lynette (2008): Overview of BioCreative II gene normalization. In: Genome Biology 9:S3 [PDF, 377kB]

Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X (2008): Seeing the Objects Behind the Parts : Learning Compositional Models for Visual Recognition. Saarbrücken: VDM Verlag Dr. Müller.

2006

Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X und Buhmann, Joachim M. (2006): Learning Compositional Categorization Models. 9th European Conference on Computer Vision (ECCV), Graz, Mai 2006. Leonardis, Aleš; Bischof, Horst und Pinz, Axel (Hrsg.): In: Computer Vision – ECCV 2006 Proceedings, Bd. 3 Berlin: Springer International Publishing. S. 316-329

1997

Swoboda, Walter J.; Mühlberger, Nikolai; Weitkunat, Rolf und Schneeweiß, Sebastian (1997): Internet Surveys by Direct Mailing: An Innovative Way of Collecting Data. In: Social Science Computer Review, Bd. 15, Nr. 3: S. 242-255 [PDF, 848kB]

1994

Kalde, Franz (1994): EDV und Kirche. Aspekte eines vielschichtigen Verhältnisses. In: Münchener theologische Zeitschrift, Bd. 45, Nr. 1: S. 69-78

1993

Brinkhoff, Thomas; Horn, H.; Kriegel, Hans-Peter und Schneider, Ralf (1993): Eine Speicher- und Zugriffsarchitektur für effiziente Anfragebearbeitung in Geo-Datenbankensystemen. Fachtagung Datenbanksysteme in Büro, Technik und Wissenschaft, Braunschweig, 1993. 5. Fachtagung Datenbanksysteme in Büro, Technik und Wissenschaft (Hrsg.), In: Datenbanksysteme in Büro, Technik und Wissenschaft, Berlin: Springer. S. 356-374 [PDF, 2MB]

1989

Aschersleben, G.; Gstalter, Herbert; Kaiser, F.; Strube, V. und Zang, B. (1989): Prototyping als Verfahren zur Software-Entwicklung. Literaturanalyse und Expertengespräche. In: Zeitschrift für Arbeitswissenschaft, Nr. 43: S. 42-47 [PDF, 4MB]

1855

Ringseis, Johann Nepomuk (1855): Ueber die Nothwendigkeit der Autorität in den höchsten Gebieten der Wissenschaft. 1. Auflage. München: Weiß. [PDF, 16MB]

Ringseis, Johann Nepomuk (1855): Ueber die Nothwendigkeit der Autorität in den höchsten Gebieten der Wissenschaft. Zweite Auflage. München: Weiß. [PDF, 23MB]

Ringseis, Johann Nepomuk (1855): Ueber die Nothwendigkeit der Autorität in den höchsten Gebieten der Wissenschaft. Dritte, mit einem Vorworte vermehrte Auflage. München: Fleischmann. [PDF, 7MB]

1845

Phillips, Georg (1845): Ueber die Herrlichkeit und Ehre der Wissenschaft und ihr Gedeihen in unserm Vaterlande. München: Wolf. [PDF, 6MB]

1831

Bayer, Hieronymus (1831): Rede an die Studirenden der Ludwigs-Maximilians-Universität in München. München: Weber. [PDF, 6MB]

1830

Allioli, Joseph Franz (1830): Ueber die Aufgabe des Lebens auf Hochschulen in Bezug auf Wissenschaft und Gesittung. München [PDF, 11MB]

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