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ORCIDShayan Aziznejad
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2020 – today
- 2023
[j9]Shayan Aziznejad
, Joaquim Campos, Michael Unser:
Measuring Complexity of Learning Schemes Using Hessian-Schatten Total Variation. SIAM J. Math. Data Sci. 5(2): 422-445 (2023)- 2022
- [j8]Icíar Lloréns Jover, Thomas Debarre, Shayan Aziznejad, Michael Unser:
Coupled Splines for Sparse Curve Fitting. IEEE Trans. Image Process. 31: 4707-4718 (2022) - [j7]Shayan Aziznejad, Julien Fageot:
The Wavelet Compressibility of Compound Poisson Processes. IEEE Trans. Inf. Theory 68(4): 2752-2766 (2022) - 2021
- [j6]Alexis Goujon, Shayan Aziznejad, Alireza Naderi, Michael Unser:
Shortest-support multi-spline bases for generalized sampling. J. Comput. Appl. Math. 395: 113610 (2021) - [j5]Shayan Aziznejad, Michael Unser:
Multikernel Regression with Sparsity Constraint. SIAM J. Math. Data Sci. 3(1): 201-224 (2021) - [c5]Mehrsa Pourya, Shayan Aziznejad, Michael Unser, Daniel Sage:
Graphic: Graph-Based Hierarchical Clustering For Single-Molecule Localization Microscopy. ISBI 2021: 1892-1896 - [i6]Shayan Aziznejad, Joaquim Campos, Michael Unser:
Measuring Complexity of Learning Schemes Using Hessian-Schatten Total-Variation. CoRR abs/2112.06209 (2021) - [i5]Shayan Aziznejad, Thomas Debarre, Michael Unser:
Sparsest Univariate Learning Models Under Lipschitz Constraint. CoRR abs/2112.13542 (2021) - 2020
- [j4]Julien Fageot, Shayan Aziznejad, Michael Unser, Virginie Uhlmann:
Support and approximation properties of Hermite splines. J. Comput. Appl. Math. 368 (2020) - [j3]Leello Dadi, Shayan Aziznejad, Michael Unser:
Generating Sparse Stochastic Processes Using Matched Splines. IEEE Trans. Signal Process. 68: 4397-4406 (2020) - [j2]Shayan Aziznejad, Harshit Gupta, Joaquim Campos, Michael Unser:
Deep Neural Networks With Trainable Activations and Controlled Lipschitz Constant. IEEE Trans. Signal Process. 68: 4688-4699 (2020) - [c4]Shayan Aziznejad, Emmanuel Soubies, Michael Unser:
Dictionary Learning with Statistical Sparsity in the Presence of Noise. EUSIPCO 2020: 2026-2029 - [i4]Shayan Aziznejad, Harshit Gupta, Joaquim Campos, Michael Unser:
Deep Neural Networks with Trainable Activations and Controlled Lipschitz Constant. CoRR abs/2001.06263 (2020) - [i3]Shayan Aziznejad, Julien Fageot:
Wavelet Compressibility of Compound Poisson Processes. CoRR abs/2003.11646 (2020) - [i2]Alexis Goujon, Shayan Aziznejad, Alireza Naderi, Michael Unser:
Shortest Multi-Spline Bases for Generalized Sampling. CoRR abs/2012.08954 (2020)
2010 – 2019
- 2019
- [j1]Thomas Debarre, Shayan Aziznejad, Michael Unser:
Hybrid-Spline Dictionaries for Continuous-Domain Inverse Problems. IEEE Trans. Signal Process. 67(22): 5824-5836 (2019) - [c3]Shayan Aziznejad, Michael Unser:
Deep Spline Networks with Control of Lipschitz Regularity. ICASSP 2019: 3242-3246 - 2018
- [i1]Shayan Aziznejad, Michael Unser:
An L1 Representer Theorem for Multiple-Kernel Regression. CoRR abs/1811.00836 (2018) - 2017
- [c2]Ghazaleh Delfi, Shayan Aziznejad, Sana Amani, Massoud Babaie-Zadeh, Christian Jutten:
A generalization of weighted sparse decomposition to negative weights. EUSIPCO 2017: 2146-2150 - [c1]Ehsan Asadi, Shayan Aziznejad, Mohammad H. Amerimehr, Arash Amini:
A fast matrix completion method for index coding. EUSIPCO 2017: 2606-2610
Coauthor Index
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