Logo Logo
[up] Up a level
Group by: Date | Creators | Item Type | Language | Volume
Jump to: 2026 | 2025 | 2024 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2009 | 2008 | 2007 | 2006 | 2005 | 2004 | 2003 | 2002 | 1998
Number of items at this level: 146.

2026

Kiener, Maximilian; Bozenhard, Jonas; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Nyholm, Sven ORCID logoORCID: https://orcid.org/0000-0002-3836-5932 (2026): The ethics of analog AI. In: AI and Ethics, Vol. 6, No. 1, 27 [PDF, 709kB]

2025

Bai, Yang; Yang, Liudi; Eskandar, George; Shen, Fengyi; Chen, Dong; Altillawi, Mohammad; Liu, Ziyuan und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2025): RoboSwap: A GAN-driven Video Diffusion Framework For Unsupervised Robot Arm Swapping. IROS International Conference on Intelligent Robots and Systems 2025, Hangzhou, China, 19. – 25. October 2025.

Bar, Noga; Seleznova, Mariia; Alexander, Yotam; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Giryes, Raja (2025): Revisiting Glorot Initialization for Long-Range Linear Recurrences. NeurIPS 2025: The Thirty-Ninth Annual Conference on Neural Information Processing Systems, San Diego, CA, 30. November - 7. Dezember, 2025.

Boche, Holger ORCID logoORCID: https://orcid.org/0000-0002-8375-8946; Fojtik, Vit ORCID logoORCID: https://orcid.org/0009-0008-7938-2596; Fono, Adalbert ORCID logoORCID: https://orcid.org/0000-0002-4302-8762 und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2025): Computability of Classification and Deep Learning: From Theoretical Limits to Practical Feasibility Through Quantization. In: Journal of Fourier Analysis and Applications, Vol. 31, 35 [PDF, 732kB]

Boche, Holger; Fono, Adalbert und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2025): Inverse problems are solvable on real number signal processing hardware. In: Applied and Computational Harmonic Analysis, Vol. 74, 101719 [PDF, 918kB]

Boche, Holger; Fono, Adalbert und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2025): Mathematical algorithm design for deep learning under societal and judicial constraints: The algorithmic transparency requirement. In: Applied and Computational Harmonic Analysis, Vol. 77, 101763 [PDF, 1MB]

Brüggenwirth, Stefan; Burchard, Aljoscha; Fingscheidt, Tim; Hoos, Holger; Illgner, Klaus; Junklewitz, Henrik; Kaup, André; von Knop, Katharina; Köhler, Joachim; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Martin, Rainer; Kolossa, Dorothea; Möller, Sebastian; Schlüter, Ralf; Thulke, David; Schmitt, Vera; Siegert, Ingo und Ziegler, Volker (2025): Large Language Models are Transformers in Artificial Intelligence, Industry, Education, and Society VDE Position Paper.

Butz, Ines ORCID logoORCID: https://orcid.org/0000-0001-6429-5627; Andrade-Loarca, Hector ORCID logoORCID: https://orcid.org/0000-0001-6020-8936; Schiavi, Angelo ORCID logoORCID: https://orcid.org/0000-0002-7081-2747; Patera, Vincenzo ORCID logoORCID: https://orcid.org/0000-0003-1999-8424; Öktem, Ozan ORCID logoORCID: https://orcid.org/0000-0002-1118-6483; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Parodi, Katia ORCID logoORCID: https://orcid.org/0000-0001-7779-6690 und Gianoli, Chiara ORCID logoORCID: https://orcid.org/0000-0002-0106-7448 (2025): Investigation of data-driven stopping power calibration of treatment planning x-ray CT from simulated sparse-view proton radiographies. In: Physics in Medicine & Biology, Vol. 70, No. 24, 245007 [PDF, 4MB]

Bülte, Christopher; Scholl, Philipp und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (13. February 2025): Probabilistic neural operators for functional uncertainty quantification. [PDF, 10MB]

Chou, Hung-Hsu; Maly, Johannes ORCID logoORCID: https://orcid.org/0000-0001-7134-2495; Verdun, Claudio Mayrink; da Costa, Bernardo Freitas Paulo und Mirandola, Heudson (2025): Get rid of your constraints and reparametrize: A study in NNLS and implicit bias. AISTATS 2025: 28th International Conference on Artificial Intelligence and Statistics, Mai Khao, Thailand, 3. - 5. Mai 2025. Li, Yingzhen; Mandt, Stephan; Agrawal, Shipra und Khan, Emtiyaz (eds.) : PMLR: Proceedings of Machine Learning Research. Vol. 258 PMLR. pp. 829-837

Dirksen, Sjoerd ORCID logoORCID: https://orcid.org/0000-0003-3801-8305; Li, Weilin ORCID logoORCID: https://orcid.org/0000-0003-0345-4713 und Maly, Johannes ORCID logoORCID: https://orcid.org/0000-0001-7134-2495 (2025): Subspace and DOA Estimation Under Coarse Quantization. In: IEEE Transactions on Information Theory, Vol. 71, No. 10: pp. 8149-8168

Dirksen, Sjoerd; Li, Weilin und Maly, Johannes ORCID logoORCID: https://orcid.org/0000-0001-7134-2495 (2025): Subspace estimation under coarse quantization. SampTA 2025: 15th International Conference on Sampling Theory and Applications, Vienna, Austria, 28. Juli - 01. August 2025. In: 2025 International Conference on Sampling Theory and Applications (SampTA), Piscataway: IEEE.

Eichin, Florian; Du, Yupei; Mondorf, Philipp; Matveev, Maria; Plank, Barbara und Hedderich, Michael A. (2025): ExPLAIND: Unifying Model, Data, and Training Attribution to Study Model Behavior. ICML 2026: Forty-Third International Conference on Machine Learning, Seoul, Südkorea, 06. - 11. Juli 2026.

Hauger, Hillary; Scholl, Philipp und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2025): Robust Identifiability for Symbolic Recovery of Differential Equations. ICASSP: International Conference on Acoustics, Speech and Signal Processing 2025, Hyderabad, India, 6. - 11. April 2025. Rao, Bhaskar; Trancoso, Isabel; Sharma, Gaurav und Mehta, Neelesh B. (eds.) : In: Conference Proceedings : 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, Piscataway: IEEE.

Kolek, Stefan; Chattopadhyay, Aditya; Chan, Kwan Ho Ryan; Andrade-Loarca, Hector; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Vidal, Réne (2025): Learning Interpretable Queries for Explainable Image Classification with Information Pursuit. ICCV 2025: International Conference on Computer Vision, Honolulu, Hawai'i, 19 – 23 October, 2025.

Küchemann, Stefan ORCID logoORCID: https://orcid.org/0000-0003-2729-1592; Avila, Karina E.; Dinc, Yavuz; Hortmann, Chiara; Revenga, Natalia; Ruf, Verena; Stausberg, Niklas ORCID logoORCID: https://orcid.org/0009-0000-1530-4750; Steinert, Steffen ORCID logoORCID: https://orcid.org/0000-0001-6364-934X; Fischer, Frank; Fischer, Martin ORCID logoORCID: https://orcid.org/0000-0002-5299-5025; Kasneci, Enkelejda; Kasneci, Gjergji; Kuhr, Thomas ORCID logoORCID: https://orcid.org/0000-0001-6251-8049; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Malone, Sarah ORCID logoORCID: https://orcid.org/0000-0001-8610-2611; Sailer, Michael ORCID logoORCID: https://orcid.org/0000-0001-6831-5429; Schmidt, Albrecht; Stadler, Matthias ORCID logoORCID: https://orcid.org/0000-0001-8241-8723; Weller, Jochen und Kuhn, Jochen ORCID logoORCID: https://orcid.org/0000-0002-6985-3218 (2025): On opportunities and challenges of large multimodal foundation models in education. In: npj Science of Learning, Vol. 10, 11 [PDF, 719kB]

Maskey, Sohir; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Levie, Ron (2025): Generalization Bounds for Message Passing Networks on Mixture of Graphons. In: SIAM Journal on Mathematics of Data Science, Vol. 7, No. 2: pp. 802-825

Nguyen, Duc Anh; Araya, Ernesto; Fono, Adalbert ORCID logoORCID: https://orcid.org/0000-0002-4302-8762 und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2025): Time to Spike? Understanding the Representational Power of Spiking Neural Networks in Discrete Time. ICML 2025: Forty-second International Conference on Machine Learning, Vancouver, Canada, 13-19 July 2025. [PDF, 1MB]

Scholl, Philipp; Bieker, Katharina; Hauger, Hillary und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2025): ParFam - (Neural Guided) Symbolic Regression Based on Continuous Global Optimization. ICLR 2025: The Thirteenth International Conference on Learning Representations, Singapur, 24. - 28. April 2025. [PDF, 785kB]

Ullah, Salim; Sahoo, Siva Satyendra; Li, Can; Li, Chao; Liu, Liu; Pereira, Tomas Sousa; Wen, Bo; Yin, Xunzhao; Darjani, Armin; Kavand, Nima; Bodla, Chakravarthy; Panduga, Rupa Yashaswi; Holemadlu, Aniruddh; Maly, Johannes ORCID logoORCID: https://orcid.org/0000-0001-7134-2495; Förste, Jonathan; Vadia, Samarth; Hu, Xiaobo Sharon und Kumar, Akash (2025): Invited Paper: Circuit and Architecture Design with Emerging Computing Paradigms. ICCAD 2025: 44th IEEE/ACM International Conference On Computer Aided Design, München, Deutschland, 26. - 30. Oktober 2025. In: 2025 International Conference On Computer Aided Design Conference Proceedings, Piscataway: IEEE.

Yang, Liudi; Bai, Yang; Eskandar, George; Shen, Fengyi; Altillawi, Mohammad; Chen, Dong; Majumder, Soumajit; Liu, Ziyuan; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Valada, Abhinav (2025): RoboEnvision: A Long-Horizon Video Generation Model for Multi-Task Robot Manipulation. IROS 2025: IEEE/RSJ International Conference on Intelligent Robots and Systems, Hangzhou, China, 19. – 25. Oktober 2025.

2024

Araya, Ernesto; Braun, Guillaume und Tyagi, Hemant (2024): Seeded Graph Matching for the Correlated Gaussian Wigner Model via the Projected Power Method. In: Journal of Machine Learning Research, Vol. 25, No. 5: pp. 1-43

Böck, Yannik N. ORCID logoORCID: https://orcid.org/0000-0001-7640-6988; Boche, Holger ORCID logoORCID: https://orcid.org/0000-0002-8375-8946; Fitzek, Frank H. P. ORCID logoORCID: https://orcid.org/0000-0001-8469-9573 und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2024): Computing-Model and Computing-Hardware Selection for ICT Under Societal and Judicial Constraints. In: IEEE Access, Vol. 12: pp. 197412-197422 [PDF, 497kB]

Chou, Hung-Hsu ORCID logoORCID: https://orcid.org/0000-0001-7023-4177; Gieshoff, Carsten; Maly, Johannes ORCID logoORCID: https://orcid.org/0000-0001-7134-2495 und Rauhut, Holger (2024): Gradient descent for deep matrix factorization: Dynamics and implicit bias towards low rank. In: Applied and Computational Harmonic Analysis, Vol. 68, 101595

Dirksen, Sjoerd ORCID logoORCID: https://orcid.org/0000-0003-3801-8305 und Maly, Johannes ORCID logoORCID: https://orcid.org/0000-0001-7134-2495 (2024): Tuning-Free One-Bit Covariance Estimation Using Data-Driven Dithering. In: IEEE Transactions on Information Theory, Vol. 70, No. 7: pp. 5228-5247

Kneißl, Carlo; Bülte, Christopher; Scholl, Philipp und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2024): Uncertainty-Aware Diffusion Models for Probabilistic Regression. EIML@EurIPS 2025 Workshop: Epistemic Intelligence in Machine Learning, Copenhagen, Denmark, 6. Dezember 2025.

Lee, Yunseok ORCID logoORCID: https://orcid.org/0000-0001-7734-5347; Boche, Holger ORCID logoORCID: https://orcid.org/0000-0002-8375-8946 und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2024): Computability of Optimizers. In: IEEE Transactions on Information Theory, Vol. 70, No. 4: pp. 2967-2983

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, Vol. 89, 102780 [PDF, 4MB]

Yang, Tianyu ORCID logoORCID: https://orcid.org/0000-0002-6731-9775; Maly, Johannes ORCID logoORCID: https://orcid.org/0000-0001-7134-2495; Dirksen, Sjoerd ORCID logoORCID: https://orcid.org/0000-0003-3801-8305 und Caire, Giuseppe ORCID logoORCID: https://orcid.org/0000-0002-7749-1333 (2024): Plug-In Channel Estimation With Dithered Quantized Signals in Spatially Non-Stationary Massive MIMO Systems. In: IEEE Transactions on Communications, Vol. 72, No. 1: pp. 387-402

Yapar, Çağkan; Jaensch, Fabian; Levie, Ron; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Caire, Giuseppe (2024): Overview of the First Pathloss Radio Map Prediction Challenge. In: IEEE Open Journal of Signal Processing, Vol. 5: pp. 948-963 [PDF, 7MB]

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 (eds.) : In: Topological, Algebraic and Geometric Learning Workshops 2023, 28 July 2023, Proceedings of Machine Learning Research (PMLR) Vol. 221 ML Research Press. pp. 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 (eds.) : Mathematical Aspects of Deep Learning. Cambridge: Cambridge University Press. pp. 1-111

Boche, Holger ORCID logoORCID: https://orcid.org/0000-0002-8375-8946; Fono, Adalbert ORCID logoORCID: https://orcid.org/0000-0002-4302-8762 und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2023): Limitations of Deep Learning for Inverse Problems on Digital Hardware. In: IEEE Transactions on Information Theory, Vol. 69, No. 12: pp. 7887-7908

Chou, Hung-Hsu; Maly, Johannes ORCID logoORCID: https://orcid.org/0000-0001-7134-2495 und Rauhut, Holger ORCID logoORCID: https://orcid.org/0000-0003-4750-5092 (2023): More is less: inducing sparsity via overparameterization. In: Information and Inference, Vol. 12, No. 3: pp. 1437-1460

Grohs, Philipp und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2023): Preface. In: Grohs, Philipp und Kutyniok, Gitta (eds.) : 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 (eds.) : Mathematical Aspects of Deep Learning. Cambridge: Cambridge University Press. pp. 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, Vol. 103: p. 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. (ed.) : In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Piscataway: IEEE. pp. 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. Vol. 56, No. 2 Elsevier. pp. 4776-4782 [PDF, 676kB]

Levie, Ron; Avron, Haim und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (15. February 2023): Quasi Monte Carlo time-frequency analysis. In: Journal of Mathematical Analysis and Applications, Vol. 518, No. 2, 126732

Maly, Johannes ORCID logoORCID: https://orcid.org/0000-0001-7134-2495 (2023): Robust sensing of low-rank matrices with non-orthogonal sparse decomposition. In: Applied and Computational Harmonic Analysis, Vol. 67, 101569

Maly, Johannes ORCID logoORCID: https://orcid.org/0000-0001-7134-2495 und Saab, Rayan (2023): A simple approach for quantizing neural networks. In: Applied and Computational Harmonic Analysis, Vol. 66: pp. 138-150

Mukobi, Gabriel; Chatain, Peter; Fong, Su; Windesheim, Robert; Kutyniok, Gitta; Bhatia, Kush und Alberti, Silas (2023): SuperHF: Supervised Iterative Learning from Human Feedback. SoLaR: Socially Responsible Language Modelling Research Workshop at NeurIPS 2023, New Orleans, Louisiana, 15. - 16. Dezember 2023.

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 (May 2023): Memorization-Dilation: Modeling Neural Collapse Under Noise. The Eleventh International Conference on Learning Representations, Kigali, Rwanda, 1-5 May, 2023. [PDF, 510kB]

Yapar, Çağkan; Jaensch, Fabian; Levie, Ron; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Caire, Giuseppe (2023): Overview of the Urban Wireless Localization Competition. 2023 IEEE: 33rd International Workshop on Machine Learning for Signal Processing (MLSP), Rome, Italy, 17. -20. September 2023. In: 2023 IEEE: 33rd International Workshop on Machine Learning for Signal Processing (MLSP), IEEE. pp. 1-6

Yapar, Çağkan ORCID logoORCID: https://orcid.org/0000-0001-6027-0182; Levie, Ron; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Caire, Giuseppe ORCID logoORCID: https://orcid.org/0000-0002-7749-1333 (2023): Real-Time Outdoor Localization Using Radio Maps: A Deep Learning Approach. In: IEEE Transactions on Wireless Communications, Vol. 22, No. 12: pp. 9703-9717

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, Vol. 59: pp. 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, Vol. 8: pp. 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, Vol. 50, No. 6: pp. 3538-3562

Koke, Christian und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2022): Graph Scattering beyond Wavelet Shackles. NeurIPS 2022: The Thirty-Sixth Annual Conference on Neural Information Processing Systems, New Orleans, USA, 28. November - 9. Dezember 2022. Koyejo, S.; Mohamed, S.; Agarwal, A.; Belgrave, D.; Cho, K. und Oh, A. (eds.) : In: Advances in Neural Information Processing Systems 35 : NeurIPS 2022, Curran Associates, Inc.. pp. 30219-30232

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 (eds.) : In: Computer Vision – ECCV 2022, Lecture Notes in Computer Science Vol. 13672 Cham: Springer. pp. 443-458

Kolek, Stefan; Nguyen, Duc Anh; Levie, Ron; Bruna, Joan und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2022): A Rate-Distortion Framework for Explaining Black-Box Model Decisions. xxAI - Beyond Explainable AI, Wien, 18. Juli 2020. Holzinger, Andreas; Goebel, Randy; Fong, Ruth; Moon, Taesup; Müller, Klaus-Robert und Samek, Wojciech (eds.) : In: xxAI - Beyond Explainable AI. xxAI 2020. Lecture Notes in Artificial Intelligence, Vol. 13200 Cham: Springer Nature. pp. 91-115 [PDF, 2MB]

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, Vol. 63: pp. 48-83

Maskey, Sohir; Levie, Ron; Lee, Yunseok ORCID logoORCID: https://orcid.org/0000-0001-7734-5347 und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2022): Generalization Analysis of Message Passing Neural Networks on Large Random Graphs. NeurIPS 2022: The Thirty-Sixth Annual Conference on Neural Information Processing Systems, New Orleans, USA, 28. November - 9. Dezember 2022. Koyejo, S.; Mohamed, S.; Agarwal, A.; Belgrave, D.; Cho, K. und Oh, A. (eds.) : In: Advances in Neural Information Processing Systems 35 : NeurIPS 2022, Curran Associates, Inc.. pp. 4805-4817

Seleznova, Mariia und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2022): Neural Tangent Kernel Beyond the Infinite-Width Limit: Effects of Depth and Initialization. ICML: 39th International Conference on Machine Learning, Baltimore, USA, 17. - 23. Juli 2022. Chaudhuri, Kamalika; Jegelka, Stefanie; Song, Le; Szepesvari, Csaba; Niu, Gang und Sabato, Sivan (eds.) : Proceedings of Machine Learning Research. Vol. 162 PMLR. pp. 19522-19560

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, Vol. 20, No. 2: pp. 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. pp. 4063-4067

Zhou, Yangze; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Ribeiro, Bruno (2022): OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs. NeurIPS 2022: The Thirty-Sixth Annual Conference on Neural Information Processing Systems, New Orleans, USA, 28. November - 9. Dezember 2022. Koyejo, S.; Mohamed, S.; Agarwal, A.; Belgrave, D.; Cho, K. und Oh, A. (eds.) : In: Advances in Neural Information Processing Systems 35 : NeurIPS 2022, Curran Associates, Inc.. pp. 20257-20272

2021

Geist, Moritz; Petersen, Philipp; Raslan, Mones; Schneider, Reinhold und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2021): Numerical Solution of the Parametric Diffusion Equation by Deep Neural Networks. In: Journal of Scientific Computing, Vol. 88, 22 [PDF, 2MB]

Genzel, Martin; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und März, Maximilian (2021): ℓ1-Analysis minimization and generalized (co-)sparsity: When does recovery succeed? In: Applied and Computational Harmonic Analysis, Vol. 52: pp. 82-140

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, Vol. 55, No. 1: pp. 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, Vol. 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, Vol. 55, No. 1: pp. 73-125

Levie, Ron; Huang, Wei; Bucci, Lorenzo; Bronstein, Michael und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2021): Transferability of spectral graph convolutional neural networks. In: Journal of Machine Learning Research, Vol. 22, No. 272: pp. 1-59

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, Vol. 20, No. 6: pp. 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, Vol. 16, No. 12: pp. 2089-2097

Waeldchen, 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, Vol. 70: pp. 351-387

2020

Andrade-Loarca, Héctor; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Öktem, Ozan ORCID logoORCID: https://orcid.org/0000-0002-1118-6483 (2020): Shearlets as feature extractor for semantic edge detection: the model-based and data-driven realm. In: Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 476, No. 2243, 20190841 [PDF, 2MB]

Grohs, Philipp; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Ma, Jackie; Petersen, Philipp und Raslan, Mones (2020): Anisotropic multiscale systems on bounded domains. In: Advances in Computational Mathematics, Vol. 46, 39

Gühring, Ingo; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Petersen, Philipp (2020): Error bounds for approximations with deep ReLU neural networks in Ws,p norms. In: Analysis and Applications, Vol. 18, No. 5: pp. 803-859

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2020): Discussion of: “Nonparametric regression using deep neural networks with ReLU activation function”. In: Annals of Statistics, Vol. 48, No. 4: pp. 1902-1905

2019

Andrade-Loarca, Hector; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Öktem, Ozan und Petersen, Philipp C. (2019): Extraction of Digital Wavefront Sets Using Applied Harmonic Analysis and Deep Neural Networks. In: SIAM Journal on Imaging Sciences, Vol. 12, No. 4: pp. 1936-1966

Bubba, Tatiana A ORCID logoORCID: https://orcid.org/0000-0003-0020-9210; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Lassas, Matti ORCID logoORCID: https://orcid.org/0000-0003-2043-3156; März, Maximilian ORCID logoORCID: https://orcid.org/0000-0002-6623-2467; Samek, Wojciech ORCID logoORCID: https://orcid.org/0000-0002-6283-3265; Siltanen, Samuli ORCID logoORCID: https://orcid.org/0000-0002-5988-5232 und Srinivasan, Vignesh (2019): Learning the invisible: a hybrid deep learning-shearlet framework for limited angle computed tomography. In: Inverse Problems, Vol. 35, No. 6, 064002

Bölcskei, Helmut ORCID logoORCID: https://orcid.org/0000-0003-3047-5149; Grohs, Philipp; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Petersen, Philipp (2019): Optimal Approximation with Sparsely Connected Deep Neural Networks. In: SIAM Journal on Mathematics of Data Science, Vol. 1, No. 1: pp. 8-45 [PDF, 661kB]

Sureau, F.; Voigtlaender, Felix; Wust, Matthias; Starck, Jean-Luc ORCID logoORCID: https://orcid.org/0000-0003-2177-7794 und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2019): Learning sparse representations on the sphere. In: Astronomy & Astrophysics, Vol. 621, A73 [PDF, 6MB]

2018

Dahmen, Wolfgang; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Lim, Wang-Q ORCID logoORCID: https://orcid.org/0000-0002-0934-5721; Schwab, Christoph und Welper, Gerrit (2018): Adaptive anisotropic Petrov–Galerkin methods for first order transport equations. In: Journal of Computational and Applied Mathematics, Vol. 340: pp. 191-220

Flinth, Axel ORCID logoORCID: https://orcid.org/0000-0003-3370-5528 und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2018): PROMP: A sparse recovery approach to lattice-valued signals. In: Applied and Computational Harmonic Analysis, Vol. 45, No. 3: pp. 668-708

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Lim, Wang-Q (2018): Optimal Compressive Imaging of Fourier Data. In: SIAM Journal on Imaging Sciences, Vol. 11, No. 1: pp. 507-546

Ma, Jackie; März, Maximilian; Funk, Stephanie; Schulz-Menger, Jeanette; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Schaeffter, Tobias und Kolbitsch, Christoph (2018): Shearlet-based compressed sensing for fast 3D cardiac MR imaging using iterative reweighting. In: Physics in Medicine & Biology, Vol. 63, No. 23, 235004

Reisenhofer, Rafael; Bosse, Sebastian; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Wiegand, Thomas (2018): A Haar wavelet-based perceptual similarity index for image quality assessment. In: Signal Processing: Image Communication, Vol. 61: pp. 33-43

2017

Conrad, Tim O. F. ORCID logoORCID: https://orcid.org/0000-0002-5590-5726; Genzel, Martin; Cvetkovic, Nada; Wulkow, Niklas; Leichtle, Alexander; Vybiral, Jan; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Schütte, Christof (9. March 2017): Sparse Proteomics Analysis – a compressed sensing-based approach for feature selection and classification of high-dimensional proteomics mass spectrometry data. In: BMC Bioinformatics 18:160 [PDF, 2MB]

Keiper, Sandra ORCID logoORCID: https://orcid.org/0000-0002-3622-8985; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Lee, Dae Gwan und Pfander, Götz E. (1. November 2017): Compressed sensing for finite-valued signals. In: Linear Algebra and its Applications, Vol. 532: pp. 570-613

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Paternostro, Victoria und Philipp, Friedrich (2017): The effect of perturbations of operator-valued frame sequences and fusion frames on their duals. In: Operators and Matrices, Vol. 11, No. 2: pp. 301-336 [PDF, 415kB]

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Petersen, Philipp (2017): Classification of edges using compactly supported shearlets. In: Applied and Computational Harmonic Analysis, Vol. 42, No. 2: pp. 245-293

2016

Grohs, Philipp; Keiper, Sandra; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Schäfer, Martin (2016): Cartoon Approximation with α -Curvelets. In: Journal of Fourier Analysis and Applications, Vol. 22: pp. 1235-1293

Grohs, Philipp; Keiper, Sandra ORCID logoORCID: https://orcid.org/0000-0002-3622-8985; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Schäfer, Martin (July 2016): α-Molecules. In: Applied and Computational Harmonic Analysis, Vol. 41, No. 1: pp. 297-336

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Lim, Wang-Q (2016): Dualizable Shearlet Frames and Sparse Approximation. In: Constructive Approximation, Vol. 44: pp. 53-86

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Lim, Wang-Q und Reisenhofer, Rafael (29. January 2016): ShearLab 3D: Faithful Digital Shearlet Transforms Based on Compactly Supported Shearlets. In: ACM Transactions on Mathematical Software, Vol. 42, No. 1, 5: pp. 1-42

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Mehrmann, Volker und Petersen, Philipp C. (29. June 2016): Regularization and numerical solution of the inverse scattering problem using shearlet frames. In: Journal of Inverse and Ill-posed Problems, Vol. 25, No. 3: pp. 287-309

Muecke-Herzberg, Dorothea; Abellan, Patricia; Sarahan, Michael C.; Godfrey, Iain S.; Saghi, Zineb; Leary, Rowan K.; Stevens, Andrew; Ma, Jackie; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Azough, Feridoon; Freer, Robert; Midgley, Paul A.; Browning, Nigel D. und Ramasse, Quentin M. (2016): Practical Implementation of Compressive Sensing for High Resolution STEM. In: Microscopy and Microanalysis, Vol. 22, No. S3: pp. 558-559

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, Vol. 592, A1

2015

Adcock, Ben; Hansen, Anders C.; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Ma, Jackie (2015): Linear Stable Sampling Rate: Optimality of 2D Wavelet Reconstructions from Fourier Measurements. In: SIAM Journal on Mathematical Analysis, Vol. 47, No. 2: pp. 1196-1233

Bodmann, Bernhard G.; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Zhuang, Xiaosheng (January 2015): Gabor shearlets. In: Applied and Computational Harmonic Analysis, Vol. 38, No. 1: pp. 87-114

Chen, Xuemei; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Okoudjou, Kasso A.; Philipp, Friedrich und Wang, Rongrong (2015): Measures of Scalability. In: IEEE Transactions on Information Theory, Vol. 61, No. 8: pp. 4410-4423

Lakshman, H.; Lim, W.-Q; Schwarz, H.; Marpe, D.; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Wiegand, T. (August 2015): Image interpolation using shearlet based iterative refinement. In: Signal Processing: Image Communication, Vol. 36: pp. 83-94

2014

Genzel, Martin und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2014): Asymptotic Analysis of Inpainting via Universal Shearlet Systems. In: SIAM Journal on Imaging Sciences, Vol. 7, No. 4: pp. 2301-2339

Grohs, Philipp und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (17. September 2014): Parabolic Molecules. In: Foundations of Computational Mathematics, Vol. 14: pp. 299-337

King, Emily J.; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Zhuang, Xiaosheng (2014): Analysis of Inpainting via Clustered Sparsity and Microlocal Analysis. In: Journal of Mathematical Imaging and Vision, Vol. 48: pp. 205-234

Krahmer, Felix; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Lemvig, Jakob (13. August 2014): Sparse matrices in frame theory. In: Computational Statistics, Vol. 29: pp. 547-568

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (January 2014): Geometric separation by single-pass alternating thresholding. In: Applied and Computational Harmonic Analysis, Vol. 36, No. 1: pp. 23-50

2013

Cahill, Jameson; Casazza, Peter G. und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2013): Operators and Frames. In: Journal of Operator Theory, Vol. 70, No. 1: pp. 145-164

Donoho, David und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (January 2013): Microlocal Analysis of the Geometric Separation Problem. In: Communications on Pure and Applied Mathematics, Vol. 66, No. 1: pp. 1-47

Krahmer, Felix; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Lemvig, Jakob (15. August 2013): Sparsity and spectral properties of dual frames. In: Linear Algebra and its Applications, Vol. 439, No. 4: pp. 982-998

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2013): Clustered Sparsity and Separation of Cartoon and Texture. In: SIAM Journal on Imaging Sciences, Vol. 6, No. 2: pp. 848-874

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Okoudjou, Kasso A.; Philipp, Friedrich und Tuley, Elizabeth K. (2013): Scalable frames. In: Linear Algebra and its Applications, Vol. 438, No. 5: pp. 2225-2238

2012

Kittipoom, Pisamai; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Lim, Wang-Q (2012): Construction of Compactly Supported Shearlet Frames. In: Constructive Approximation, Vol. 35: pp. 21-72

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Lemvig, Jakob und Lim, Wang-Q (2012): Optimally Sparse Approximations of 3D Functions by Compactly Supported Shearlet Frames. In: SIAM Journal on Mathematical Analysis, Vol. 44, No. 4: pp. 2962-3017

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Shahram, Morteza und Zhuang, Xiaosheng (2012): ShearLab: A Rational Design of a Digital Parabolic Scaling Algorithm. In: SIAM Journal on Imaging Sciences, Vol. 5, No. 4: pp. 1291-1332

2011

Bodmann, Bernhard G.; Casazza, Peter G. und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2011): A quantitative notion of redundancy for finite frames. In: Applied and Computational Harmonic Analysis, Vol. 30, No. 3: pp. 348-362

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, Vol. 57, No. 6: pp. 3864-3876

Calderbank, Robert; Casazza, Peter G.; Heinecke, Andreas; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Pezeshki, Ali (2011): Sparse fusion frames: existence and construction. In: Advances in Computational Mathematics, Vol. 35, No. 1: pp. 1-31

Casazza, Peter G.; Heinecke, Andreas; Krahmer, Felix und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2011): Optimally Sparse Frames. In: IEEE Transactions on Information Theory, Vol. 57, No. 11: pp. 7279-7287

Han, Bin; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Shen, Zuowei (2011): Adaptive Multiresolution Analysis Structures and Shearlet Systems. In: SIAM Journal on Numerical Analysis, Vol. 49, No. 5: pp. 1921-1946

Kittipoom, Pisamai; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Lim, Wang-Q (2011): Irregular Shearlet Frames: Geometry and Approximation Properties. In: Journal of Fourier Analysis and Applications, Vol. 17, No. 4: pp. 604-639

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Lim, Wang-Q (2011): Compactly supported shearlets are optimally sparse. In: Journal of Approximation Theory, Vol. 163, No. 11: pp. 1564-1589

2009

Dahlke, Stephan; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Steidl, Gabriele und Teschke, Gerd (2009): Shearlet coorbit spaces and associated Banach frames. In: Applied and Computational Harmonic Analysis, Vol. 27, No. 2: pp. 195-214

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Labate, Demetrio (2009): Resolution of the Wavefront Set Using Continuous Shearlets. In: Transactions of the American Mathematical Society, Vol. 361, No. 5: pp. 2719-2754

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Pezeshki, Ali; Calderbank, Robert und Liu, Taotao (2009): Robust dimension reduction, fusion frames, and Grassmannian packings. In: Applied and Computational Harmonic Analysis, Vol. 26, No. 1: pp. 64-76

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Sauer, Tomas (2009): Adaptive Directional Subdivision Schemes and Shearlet Multiresolution Analysis. In: SIAM Journal on Mathematical Analysis, Vol. 41, No. 4: pp. 1436-1471

2008

Casazza, Peter G.; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Li, Shidong (July 2008): Fusion frames and distributed processing. In: Applied and Computational Harmonic Analysis, Vol. 25, No. 1: pp. 114-132

Casazza, Peter G.; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Speegle, Darrin und Tremain, Janet (21. February 2008): A decomposition theorem for frames and the Feichtinger Conjecture. In: Proceedings of the American Mathematical Society, Vol. 136, No. 6: pp. 2043-2053

Czaja, Wojciech; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Speegle, Darrin (2008): Beurling Dimension of Gabor Pseudoframes for Affine Subspaces. In: Journal of Fourier Analysis and Applications, Vol. 14: pp. 514-537

Dhalke, Stephan; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Maass, Peter; Sagiv, Chen; Stark, Hans-Georg und Teschke, Gerd (2008): The Uncertainty Principle Associated With The Continuous Shearlet Transform. In: International Journal of Wavelets, Multiresolution and Information Processing, Vol. 06, No. 02: pp. 157-181

Gröchenig, Karlheinz; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Seip, Kristian (1. October 2008): Landau's necessary density conditions for LCA groups. In: Journal of Functional Analysis, Vol. 255, No. 7: pp. 1831-1850

Heil, Christopher und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2008): Density of frames and Schauder bases of windowed exponentials. In: Houston Journal of Mathematics, Vol. 34, No. 2: pp. 565-600

2007

Balan, Radu; Casazza, Peter G.; Edidin, Dan und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2007): A New Identity for Parseval Frames. In: Proceedings of the American Mathematical Society: pp. 1007-1015

Casazza, Peter G. und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (30. November 2007): A generalization of Gram–Schmidt orthogonalization generating all Parseval frames. In: Advances in Computational Mathematics, Vol. 27, No. 1: pp. 65-78

Heil, Christopher und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (July 2007): The Homogeneous Approximation Property for wavelet frames. In: Journal of Approximation Theory, Vol. 147, No. 1: pp. 28-46

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2007): Affine Density in Wavelet Analysis. Lecture Notes in Mathematics, Vol. 1914. Berlin: Springer.

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2007): Affine Density, Frame Bounds, and the Admissibility Condition for Wavelet Frames. In: Constructive Approximation, Vol. 25: pp. 239-253

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Labate, Demetrio (20. February 2007): Construction of regular and irregular shearlet frames. In: Journal of Wavelet Theory and Applications (JWTA), Vol. 1: pp. 1-12

2006

Casazza, Peter G.; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Speegle, Darrin (1. October 2006): A redundant version of the Rado–Horn Theorem. In: Linear Algebra and its Applications, Vol. 418, No. 1: pp. 1-10

Czaja, Wojciech; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Speegle, Darrin (January 2006): The geometry of sets of parameters of wave packet frames. In: Applied and Computational Harmonic Analysis, Vol. 20, No. 1: pp. 108-125

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (1. May 2006): Beurling Density and Shift-Invariant Weighted Irregular Gabor Systems. In: Sampling Theory in Signal and Image Processing, Vol. 5: pp. 163-181

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (March 2006): The local integrability condition for wavelet frames. In: Journal of Geometric Analysis, Vol. 16: pp. 155-166

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Labate, Demetrio (2006): The theory of reproducing systems on locally compact abelian groups. In: Colloquium Mathematicum, Vol. 106, No. 2: pp. 197-220 [PDF, 258kB]

2005

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Strohmer, Thomas (2005): Wilson Bases for General Time-Frequency Lattices. In: SIAM Journal on Mathematical Analysis, Vol. 37, No. 3: pp. 685-711

2004

Casazza, Peter G.; Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 und Lammers, Mark C. (July 2004): Duality Principles in Frame Theory. In: Journal of Fourier Analysis and Applications, Vol. 10: pp. 383-408

2003

Heil, Christopher und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (September 2003): Density of weighted wavelet frames. In: Journal of Geometric Analysis, Vol. 13: pp. 479-493

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (15. March 2003): A qualitative uncertainty principle for functions generating a Gabor frame on LCA groups. In: Journal of Mathematical Analysis and Applications, Vol. 279, No. 2: pp. 580-596

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2003): A weak qualitative uncertainty principle for compact groups. In: Illinois Journal of Mathematics, Vol. 47, No. 3: pp. 709-724

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (15. January 2003): Ambiguity functions, Wigner distributions and Cohen's class for LCA groups. In: Journal of Mathematical Analysis and Applications, Vol. 277, No. 2: pp. 589-608

2002

Gröchenig, Karlheinz; Han, Deguang; Heil, Christopher und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (September 2002): The Balian–Low theorem for symplectic lattices in higher dimensions. In: Applied and Computational Harmonic Analysis, Vol. 13, No. 2: pp. 169-176

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2002): Linear independence of time-frequency shifts under a generalized Schrödinger representation. In: Archiv der Mathematik, Vol. 78: pp. 135-144

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (2002): The Zak transform on certain locally compact groups. In: Journal of Mathematical Sciences, Vol. 1: pp. 62-85

1998

Kaniuth, Eberhard und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (1998): Zeros of the Zak transform on locally compact abelian groups. In: Proceedings of the American Mathematical Society, Vol. 126: pp. 3561-3569

This list was generated on Sat Jun 6 17:45:29 2026 CEST.

Open Access LMU is powered by EPrints 3, which is developed by the School of Electronics and Computer Science at the University of Southampton.
Imprint - Privacy Disclaimer