Follow
Gitta Kutyniok
Gitta Kutyniok
Bavarian AI Chair for Mathematical Foundations of Artificial Intelligence, LMU Munich
Verified email at math.lmu.de - Homepage
Title
Cited by
Cited by
Year
ChatGPT for good? On opportunities and challenges of large language models for education
E Kasneci, K Seßler, S Küchemann, M Bannert, D Dementieva, F Fischer, ...
Learning and individual differences 103, 102274, 2023
34822023
Compressed sensing: theory and applications
YC Eldar, G Kutyniok
Cambridge university press, 2012
31702012
Introduction to compressed sensing.
MA Davenport, MF Duarte, YC Eldar, G Kutyniok
Compressed sensing, 1-64, 2012
7812012
Frames of subspaces
PG Casazza, G Kutyniok
Contemporary Mathematics 345, 87-114, 2004
6592004
Sparse multidimensional representation using shearlets
D Labate, WQ Lim, G Kutyniok, G Weiss
Wavelets XI 5914, 254-262, 2005
6542005
Finite frames: Theory and applications
PG Casazza, G Kutyniok
Springer Science & Business Media, 2012
6002012
Fusion frames and distributed processing
PG Casazza, G Kutyniok, S Li
Applied and computational harmonic analysis 25 (1), 114-132, 2008
4502008
Sparse multidimensional representations using anisotropic dilation and shear operators
K Guo, G Kutyniok, D Labate
Wavelets and splines 14, 189-201, 2006
4412006
Shearlets: Multiscale analysis for multivariate data
G Kutyniok, D Labate
Springer Science & Business Media, 2012
4392012
A Haar wavelet-based perceptual similarity index for image quality assessment
R Reisenhofer, S Bosse, G Kutyniok, T Wiegand
Signal Processing: Image Communication 61, 33-43, 2018
3392018
Resolution of the wavefront set using continuous shearlets
G Kutyniok, D Labate
Transactions of the American Mathematical Society 361 (5), 2719-2754, 2009
3382009
Optimal approximation with sparsely connected deep neural networks
H Bolcskei, P Grohs, G Kutyniok, P Petersen
SIAM Journal on Mathematics of Data Science 1 (1), 8-45, 2019
3132019
Compactly supported shearlets are optimally sparse
G Kutyniok, WQ Lim
Journal of Approximation Theory 163 (11), 1564-1589, 2011
3062011
Graphical models concepts in compressed sensing.
A Montanari, YC Eldar, G Kutyniok
Compressed Sensing, 394-438, 2012
2532012
A theoretical analysis of deep neural networks and parametric PDEs
G Kutyniok, P Petersen, M Raslan, R Schneider
Constructive Approximation 55 (1), 73-125, 2022
2342022
Construction of compactly supported shearlet frames
P Kittipoom, G Kutyniok, WQ Lim
Constructive Approximation 35, 21-72, 2012
2282012
Shearlab 3D: Faithful digital shearlet transforms based on compactly supported shearlets
G Kutyniok, WQ Lim, R Reisenhofer
ACM Transactions on Mathematical Software (TOMS) 42 (1), 1-42, 2016
2262016
RadioUNet: Fast radio map estimation with convolutional neural networks
R Levie, Ç Yapar, G Kutyniok, G Caire
IEEE Transactions on Wireless Communications 20 (6), 4001-4015, 2021
2242021
Error bounds for approximations with deep ReLU neural networks in norms
I Gühring, G Kutyniok, P Petersen
Analysis and Applications 18 (05), 803-859, 2020
2162020
The modern mathematics of deep learning
J Berner, P Grohs, G Kutyniok, P Petersen
arXiv preprint arXiv:2105.04026 78, 2021
2102021
The system can't perform the operation now. Try again later.
Articles 1–20