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Anzahl der Publikationen: 64

Zeitschriftenartikel

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, Bd. 77, 101763 [PDF, 1MB]

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, Bd. 10, Nr. 1

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, Bd. 74, 101719 [PDF, 918kB]

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, Bd. 5: S. 948-963 [PDF, 7MB]

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, Bd. 12: S. 197412-197422 [PDF, 497kB]

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, Bd. 70, Nr. 4: S. 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, Bd. 89, 102780 [PDF, 4MB]

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]

Levie, Ron; Avron, Haim und Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487 (15. Februar 2023): Quasi Monte Carlo time-frequency analysis. In: Journal of Mathematical Analysis and Applications, Bd. 518, Nr. 2, 126732

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, Bd. 69, Nr. 12: S. 7887-7908

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, Bd. 22, Nr. 12: S. 9703-9717

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

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

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

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, Bd. 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, Bd. 52: S. 82-140

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, Bd. 70: S. 351-387

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

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

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

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

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

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, Bd. 476, Nr. 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, Bd. 46, 39

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, Bd. 48, Nr. 4: S. 1902-1905

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, Bd. 18, Nr. 5: S. 803-859

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, Bd. 621, A73 [PDF, 6MB]

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, Bd. 1, Nr. 1: S. 8-45 [PDF, 661kB]

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, Bd. 35, Nr. 6, 064002

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, Bd. 12, Nr. 4: S. 1936-1966

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, Bd. 340: S. 191-220

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, Bd. 11, Nr. 1: S. 507-546

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, Bd. 61: S. 33-43

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, Bd. 45, Nr. 3: S. 668-708

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, Bd. 63, Nr. 23, 235004

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, Bd. 532: S. 570-613

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. März 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]

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, Bd. 42, Nr. 2: S. 245-293

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, Bd. 11, Nr. 2: S. 301-336 [PDF, 415kB]

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Mehrmann, Volker und Petersen, Philipp C. (29. Juni 2016): Regularization and numerical solution of the inverse scattering problem using shearlet frames. In: Journal of Inverse and Ill-posed Problems, Bd. 25, Nr. 3: S. 287-309

Kutyniok, Gitta ORCID logoORCID: https://orcid.org/0000-0001-9738-2487; Lim, Wang-Q und Reisenhofer, Rafael (29. Januar 2016): ShearLab 3D: Faithful Digital Shearlet Transforms Based on Compactly Supported Shearlets. In: ACM Transactions on Mathematical Software, Bd. 42, Nr. 1, 5: S. 1-42

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, Bd. 5, Nr. 4: S. 1291-1332

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

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, Bd. 163, Nr. 11: S. 1564-1589

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, Bd. 49, Nr. 5: S. 1921-1946

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, Bd. 57, Nr. 11: S. 7279-7287

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, Bd. 17, Nr. 4: S. 604-639

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, Bd. 35, Nr. 1: S. 1-31

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, Bd. 30, Nr. 3: S. 348-362

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, Bd. 26, Nr. 1: S. 64-76

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, Bd. 361, Nr. 5: S. 2719-2754

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, Bd. 41, Nr. 4: S. 1436-1471

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, Bd. 27, Nr. 2: S. 195-214

Buchbeitrag

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

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

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

Konferenzbeitrag

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]

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

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

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]

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

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

Boufounos, Petros; Kutyniok, Gitta und Rauhut, Holger ORCID logoORCID: https://orcid.org/0000-0003-4750-5092 (2010): Average case analysis of sparse recovery from combined fusion frame measurements. Annual Conference on Information Sciences and Systems (CISS), Princeton, NJ, USA, 17-19 March 2010. In: 2010 44th Annual Conference on Information Sciences and Systems (CISS), IEEE. S. 1-6

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