Shayan Aziznejad
Shayan Aziznejad
Phd student, EPFL
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Wavelet analysis of the Besov regularity of Lévy white noise
S Aziznejad, J Fageot
Electronic Journal of Probability 25, 1-38, 2020
Deep neural networks with trainable activations and controlled Lipschitz constant
S Aziznejad, H Gupta, J Campos, M Unser
IEEE Transactions on Signal Processing 68, 4688-4699, 2020
Hybrid-spline dictionaries for continuous-domain inverse problems
T Debarre, S Aziznejad, M Unser
IEEE Transactions on Signal Processing 67 (22), 5824-5836, 2019
Support and approximation properties of Hermite splines
J Fageot, S Aziznejad, M Unser, V Uhlmann
Journal of computational and applied mathematics 368, 112503, 2020
Multikernel Regression with Sparsity Constraint
S Aziznejad, M Unser
SIAM Journal on Mathematics of Data Science 3 (1), 201-224, 2021
Learning activation functions in deep (spline) neural networks
P Bohra, J Campos, H Gupta, S Aziznejad, M Unser
IEEE Open Journal of Signal Processing 1, 295-309, 2020
Generating sparse stochastic processes using matched splines
L Dadi, S Aziznejad, M Unser
IEEE Transactions on Signal Processing 68, 4397-4406, 2020
Optimal spline generators for derivative sampling
S Aziznejad, A Naderi, M Unser
2019 13th International conference on Sampling Theory and Applications …, 2019
Deep spline networks with control of Lipschitz regularity
S Aziznejad, M Unser
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
Graphic: Graph-based hierarchical clustering for single-molecule localization microscopy
M Pourya, S Aziznejad, M Unser, D Sage
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1892-1896, 2021
Wavelet Compressibility of Compound Poisson Processes
S Aziznejad, J Fageot
arXiv preprint arXiv:2003.11646, 2020
A fast matrix completion method for index coding
E Asadi, S Aziznejad, MH Amerimehr, A Amini
2017 25th European Signal Processing Conference (EUSIPCO), 2606-2610, 2017
Shortest-support multi-spline bases for generalized sampling
A Goujon, S Aziznejad, A Naderi, M Unser
Journal of Computational and Applied Mathematics 395, 113610, 2021
Duality Mapping for Schatten Matrix Norms
S Aziznejad, M Unser
Numerical Functional Analysis and Optimization, 1-17, 2021
Convex Optimization in Sums of Banach Spaces
M Unser, S Aziznejad
arXiv preprint arXiv:2104.13127, 2021
Continuous-Domain Formulation of Inverse Problems for Composite Sparse-Plus-Smooth Signals
T Debarre, S Aziznejad, M Unser
arXiv preprint arXiv:2103.13380, 2021
Dictionary Learning with Statistical Sparsity in the Presence of Noise
S Aziznejad, E Soubies, M Unser
2020 28th European Signal Processing Conference (EUSIPCO), 2026-2029, 2021
A generalization of weighted sparse decomposition to negative weights
G Delfi, S Aziznejad, S Amani, M Babaie-Zadeh, C Jutten
2017 25th European Signal Processing Conference (EUSIPCO), 2146-2150, 2017
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