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Gruppiert nach: Veröffentlichungsdatum | Autoren | Dokumententyp | Sprache | Band
Springe zu: 2024 | 2023 | 2022 | 2021 | 2016 | 2011
Anzahl der Publikationen auf dieser Ebene: 24

2024

Scholl, Philipp; Iskandar, Maged; Wolf, Sebastian ORCID logoORCID: https://orcid.org/0000-0001-5298-8901; Lee, Jinoh; Bacho, Aras; Dietrich, Alexander; Albu-Schäffer, Alin und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2024): Learning-based adaption of robotic friction models. In: Robotics and Computer-Integrated Manufacturing, Bd. 89, 102780 [PDF, 4MB]

2023

Alberti, Silas; Dern, Niclas; Thesing, Laura und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2023): Sumformer: Universal Approximation for Efficient Transformers. 2nd Annual Workshop on Topology, Algebra and Geometry in Machine Learning (TAG-ML), Honolulu, HI, USA, 28. Juli 2023. Doster, Timothy; Emerson, Tegan; Kvinge, Henry; Miolane, Nina; Papillon, Mathilde; Rieck, Bastian und Sanborn, Sophia (Hrsg.): In: Topological, Algebraic and Geometric Learning Workshops 2023, 28 July 2023, Proceedings of Machine Learning Research (PMLR) Bd. 221 ML Research Press. S. 72-86

Berner, Julius; Grohs, Philipp; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Petersen, Philipp (2023): The Modern Mathematics of Deep Learning. In: Grohs, Philipp und Kutyniok, Gitta (Hrsg.): Mathematical Aspects of Deep Learning. Cambridge: Cambridge University Press. S. 1-111

Grohs, Philipp und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2023): Preface. In: Grohs, Philipp und Kutyniok, Gitta (Hrsg.): Mathematical Aspects of Deep Learning. Cambridge: Cambridge University Press. XV-XVIII

Gühring, Ingo; Raslan, Mones und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (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

Kasneci, Enkelejda ORCID logoORCID: https://orcid.org/0000-0003-3146-4484; Seßler, Kathrin; Küchemann, Stefan; Bannert, Maria; Dementieva, Daryna; Fischer, Frank ORCID logoORCID: https://orcid.org/0000-0003-0253-659X; Gasser, Urs; Groh, Georg; Günnemann, Stephan; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108; Krusche, Stephan; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Michaeli, Tilman; Nerdel, Claudia; Pfeffer, Jürgen; Poquet, Oleksandra ORCID logoORCID: https://orcid.org/0000-0001-9782-816X; Sailer, Michael ORCID logoORCID: https://orcid.org/0000-0001-6831-5429; Schmidt, Albrecht ORCID logoORCID: https://orcid.org/0000-0003-3890-1990; Seidel, Tina ORCID logoORCID: https://orcid.org/0000-0002-2578-1208; Stadler, Matthias ORCID logoORCID: https://orcid.org/0000-0001-8241-8723; Weller, Jochen ORCID logoORCID: https://orcid.org/0000-0002-8282-2010; Kuhn, Jochen ORCID logoORCID: https://orcid.org/0000-0002-6985-3218 und Kasneci, Gjergji (April 2023): ChatGPT for Good? On Opportunities and Challenges of Large Language Models for Education. In: Learning and Individual Differences, Bd. 103: S. 102274 [PDF, 192kB]

Kolek, Stefan; Windesheim, Robert; Andrade-Loarca, Hector; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Levie, Ron (2023): Explaining Image Classifiers with Multiscale Directional Image Representation. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 17. - 24. Juni 2023. Brown, Michael S. (Hrsg.): In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Piscataway: IEEE. S. 18600-18609

Kussaba, Hugo T.M.; Swikir, Abdalla; Wu, Fan; Demerdjieva, Anastasija; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Haddadin, Sami ORCID logoORCID: https://orcid.org/0000-0001-7696-4955 (2023): Learning optimal controllers: a dynamical motion primitive approach. 22nd World Congress of the International Federation of Automatic Control (IFAC), Yokohama, Japan, 09. - 14. Juli 2023. IFAC-PapersOnLine. Bd. 56, Nr. 2 Elsevier. S. 4776-4782 [PDF, 676kB]

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 ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (Mai 2023): Memorization-Dilation: Modeling Neural Collapse Under Noise. The Eleventh International Conference on Learning Representations, Kigali, Rwanda, 1-5 May, 2023. [PDF, 510kB]

2022

Andrade-Loarca, Hector; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Oektem, Ozan und Petersen, Philipp (2022): Deep microlocal reconstruction for limited-angle tomography. In: Applied and Computational Harmonic Analysis, Bd. 59: S. 155-197

Bangun, Arya; Melnyk, Oleh; Maerz, Benjamin; Diederichs, Benedikt; Clausen, Alexander; Weber, Dieter; Filbir, Frank und Mueller-Caspary, Knut (2022): Inverse Multislice Ptychography by Layer-Wise Optimisation and Sparse Matrix Decomposition. In: IEEE Transactions on Computational Imaging, Bd. 8: S. 996-1011

Dirks, Sjoerd; Maly, Johannes und Rauhut, Holger ORCID logoORCID: https://orcid.org/0000-0003-4750-5092 (2022): Covariance estimation under one-bit quantization. In: Annals of Statistics, Bd. 50, Nr. 6: S. 3538-3562

Kolek, Stefan; Nguyen, Duc Anh; Levie, Ron; Bruna, Joan und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2022): Cartoon Explanations of Image Classifiers. 17th European Conference on Computer Vision (ECCV 2022), Tel Aviv, Israel, October 23–27, 2022. Avidan, Shai; Brostow, Gabriel; Cissé, Moustapha; Farinella, Giovanni Maria und Hassner, Tal (Hrsg.): In: Computer Vision – ECCV 2022, Lecture Notes in Computer Science Bd. 13672 Cham: Springer. S. 443-458

Maskey, Sohir; Levie, Ron und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2022): Transferability of graph neural networks: An extended graphon approach. In: Applied and Computational Harmonic Analysis, Bd. 63: S. 48-83

Tiep, Do; Levie, Ron van und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2022): Analysis of simultaneous inpainting and geometric separation based on sparse decomposition. In: Analysis and Applications, Bd. 20, Nr. 2: S. 303-352

Yapar, Cagkan; Levie, Ron; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Caire, Giuseppe (2022): LocUNet: Fast Urban Positioning Using Radio Maps and Deep Learning. 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, Singapore, 7-13 May 2022 Virtual, 22-27 May 2022 (Main Venue). In: 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing: Proceedings, Piscataway, NJ: IEEE. S. 4063-4067

2021

Gribonval, Remi; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Nielsen, Morten und Voigtlaender, Felix (2021): Approximation Spaces of Deep Neural Networks. In: Constructive Approximation, Bd. 55, Nr. 1: S. 259-367

Hashemi, Ali; Cai, Chang; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Mueller, Klaus-Robert; Nagarajan, Srikantan S. und Haufe, Stefan (2021): Unification of sparse Bayesian learning algorithms for electromagnetic brain imaging with the majorization minimization framework. In: Neuroimage, Bd. 239, 118309

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Petersen, Philipp; Raslan, Mones und Schneider, Reinhold (2021): A Theoretical Analysis of Deep Neural Networks and Parametric PDEs. In: Constructive Approximation, Bd. 55, Nr. 1: S. 73-125

Levie, Ron; Yapar, Cagkan; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Caire, Giuseppe (2021): RadioUNet: Fast Radio Map Estimation With Convolutional Neural Networks. In: IEEE Transactions on Wireless Communications, Bd. 20, Nr. 6: S. 4001-4015

Oala, Luis; Heiß, Cosmas; Macdonald, Jan; Marz, Maximilian; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Samek, Wojciech (2021): Detecting failure modes in image reconstructions with interval neural network uncertainty. In: International Journal of Computer Assisted Radiology and Surgery, Bd. 16, Nr. 12: S. 2089-2097

Wäldchen, Stephan; Macdonald, Jan; Hauch, Sascha und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2021): The Computational Complexity of Understanding Binary Classifier Decisions. In: Journal of Artificial Intelligence Research, Bd. 70: S. 351-387

2016

Pierre, M.; Pacaud, F.; Adami, C.; Alis, S.; Altieri, B.; Baran, N.; Benoist, C.; Birkinshaw, M.; Bongiorno, A.; Bremer, M. N.; Brusa, M.; Butler, A.; Ciliegi, P.; Chiappetti, L.; Clerc, N.; Corasaniti, P. S.; Coupon, J.; De Breuck, C.; Democles, J.; Desai, S.; Delhaize, J.; Devriendt, J.; Dubois, Y.; Eckert, D.; Elyiv, A.; Ettori, S.; Evrard, A.; Faccioli, L.; Farahi, A.; Ferrari, C.; Finet, E.; Fotopoulou, S.; Fourmanoit, N.; Gandhi, P.; Gastaldello, E.; Gastaud, R.; Georgantopoulos, I.; Giles, P.; Guennou, L.; Guglielmo, V.; Horellou, C.; Husband, K.; Huynh, M.; Lovino, A.; Kilbinger, M.; Koulouridis, E.; Lavoie, S.; Le Brun, A. M. C.; Le Fevre, J. P.; Lidman, C.; Lieu, M.; Lin, C. A.; Mantz, A.; Maughan, B. J.; Maurogordato, S.; McCarthy, I. G.; McGee, S.; Melin, J. B.; Melnyk, O.; Menanteau, F.; Novak, M.; Paltani, S.; Plionis, M.; Poggianti, B. M.; Pomarede, D.; Pompei, E.; Ponman, T. J.; Ramos-Ceja, M. E.; Ranalli, P.; Rapetti, D.; Raychaudury, S.; Reiprich, T. H.; Rottgering, H.; Rozo, E.; Rykoff, E.; Sadibekova, T.; Santos, J.; Sauvageot, J. L.; Schimd, C.; Sereno, M.; Smith, G. P.; Smolcic, V.; Snowden, S.; Spergel, D.; Stanford, S.; Surdej, J.; Valageas, P.; Valotti, A.; Valtchanov, I.; Vignali, C.; Willis, J. und Ziparo, F. (2016): The XXL Survey. I. Scientific motivations - XMM-Newton observing plan - Follow-up observations and simulation programme. In: Astronomy & Astrophysics, Bd. 592, A1

2011

Boufounos, Petros; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Rauhut, Holger ORCID logoORCID: https://orcid.org/0000-0003-4750-5092 (2011): Sparse Recovery From Combined Fusion Frame Measurements. In: IEEE Transactions on Information Theory, Bd. 57, Nr. 6: S. 3864-3876

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