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Ron Levie
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Cayleynets: Graph convolutional neural networks with complex rational spectral filters
R Levie, F Monti, X Bresson, MM Bronstein
IEEE Transactions on Signal Processing 67 (1), 97-109, 2018
5312018
Transferability of Spectral Graph Convolutional Neural Networks.
R Levie, W Huang, L Bucci, MM Bronstein, G Kutyniok
J. Mach. Learn. Res. 22, 272:1-272:59, 2021
702021
RadioUNet: Fast radio map estimation with convolutional neural networks
R Levie, « Yapar, G Kutyniok, G Caire
IEEE Transactions on Wireless Communications 20 (6), 4001-4015, 2021
442021
On the transferability of spectral graph filters
R Levie, E Isufi, G Kutyniok
2019 13th International conference on Sampling Theory and Applications†…, 2019
412019
Pathloss prediction using deep learning with applications to cellular optimization and efficient D2D link scheduling
R Levie, « Yapar, G Kutyniok, G Caire
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and†…, 2020
192020
Transferability of graph neural networks: an extended graphon approach
S Maskey, R Levie, G Kutyniok
Applied and Computational Harmonic Analysis, 2022
112022
Adjoint translation, adjoint observable and uncertainty principles
R Levie, HG Stark, F Lieb, N Sochen
Advances in computational mathematics 40 (3), 609-627, 2014
92014
In-distribution interpretability for challenging modalities
C HeiŖ, R Levie, C Resnick, G Kutyniok, J Bruna
arXiv preprint arXiv:2007.00758, 2020
82020
A Rate-Distortion Framework for Explaining Black-Box Model Decisions
S Kolek, DA Nguyen, R Levie, J Bruna, G Kutyniok
International Workshop on Extending Explainable AI Beyond Deep Models and†…, 2022
72022
Uncertainty principles and optimally sparse wavelet transforms
R Levie, N Sochen
Applied and Computational Harmonic Analysis 48 (3), 811-867, 2020
62020
A wavelet Plancherel theory with application to sparse continuous wavelet transform
R Levie, N Sochen
arXiv preprint arXiv:1712.02770, 2017
52017
Analysis of simultaneous inpainting and geometric separation based on sparse decomposition
VT Do, R Levie, G Kutyniok
Analysis and Applications 20 (02), 303-352, 2022
42022
Cartoon explanations of image classifiers
S Kolek, DA Nguyen, R Levie, J Bruna, G Kutyniok
European Conference on Computer Vision, 443-458, 2022
42022
Randomized continuous frames in time-frequency analysis
R Levie, H Avron
Advances in Computational Mathematics 48 (3), 1-40, 2022
32022
Stability and Generalization Capabilities of Message Passing Graph Neural Networks
S Maskey, Y Lee, R Levie, G Kutyniok
arXiv preprint arXiv:2202.00645, 2022
32022
Real-time outdoor localization using radio maps: A deep learning approach
« Yapar, R Levie, G Kutyniok, G Caire
arXiv preprint arXiv:2106.12556, 2021
32021
Randomized signal processing with continuous frames
R Levie, H Avron
Journal of Fourier Analysis and Applications 28 (1), 1-37, 2021
32021
Quasi Monte Carlo time-frequency analysis
R Levie, H Avron, G Kutyniok
Journal of Mathematical Analysis and Applications 518 (2), 126732, 2023
22023
Generalization analysis of message passing neural networks on large random graphs
S Maskey, R Levie, Y Lee, G Kutyniok
Advances in Neural Information Processing Systems, 2022
22022
Method and system for learning on geometric domains using local operators
M Bronstein, R Levie, F Monti
US Patent App. 15/982,609, 2019
22019
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