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Anzahl der Publikationen auf dieser Ebene: 65

Englisch

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

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

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

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]

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

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

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]

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

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]

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

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

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

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]

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]

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

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

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, Bd. 68, 101595

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, Bd. 12, Nr. 3: S. 1437-1460

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

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

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

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

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

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

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

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

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

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

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

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

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]

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

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

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]

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

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

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

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; 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

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 Sauer, Tomas (2009): Adaptive Directional Subdivision Schemes and Shearlet Multiresolution Analysis. In: SIAM Journal on Mathematical Analysis, Bd. 41, Nr. 4: S. 1436-1471

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

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

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

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

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

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

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, Bd. 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, Bd. 66: S. 138-150

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

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]

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

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

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

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]

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]

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

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

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, Bd. 72, Nr. 1: S. 387-402

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

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]

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

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