Shayan Aziznejad

According to our database, Shayan Aziznejad authored at least 17 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Measuring Complexity of Learning Schemes Using Hessian-Schatten Total Variation.

Shayan Aziznejad, Joaquim Campos, Michael Unser

SIAM J. Math. Data Sci., June, 2023

2022

The Wavelet Compressibility of Compound Poisson Processes.

Shayan Aziznejad, Julien Fageot

IEEE Trans. Inf. Theory, 2022

Coupled Splines for Sparse Curve Fitting.

Icíar Lloréns Jover, Thomas Debarre, Shayan Aziznejad, Michael Unser

IEEE Trans. Image Process., 2022

2021

Multikernel Regression with Sparsity Constraint.

Shayan Aziznejad, Michael Unser

SIAM J. Math. Data Sci., 2021

Shortest-support multi-spline bases for generalized sampling.

Alexis Goujon, Shayan Aziznejad, Alireza Naderi, Michael Unser

J. Comput. Appl. Math., 2021

Sparsest Univariate Learning Models Under Lipschitz Constraint.

Shayan Aziznejad, Thomas Debarre, Michael Unser

CoRR, 2021

Graphic: Graph-Based Hierarchical Clustering For Single-Molecule Localization Microscopy.

Mehrsa Pourya, Shayan Aziznejad, Michael Unser, Daniel Sage

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

Generating Sparse Stochastic Processes Using Matched Splines.

Leello Dadi, Shayan Aziznejad, Michael Unser

IEEE Trans. Signal Process., 2020

Deep Neural Networks With Trainable Activations and Controlled Lipschitz Constant.

Shayan Aziznejad, Harshit Gupta, Joaquim Campos, Michael Unser

IEEE Trans. Signal Process., 2020

Support and approximation properties of Hermite splines.

Julien Fageot, Shayan Aziznejad, Michael Unser, Virginie Uhlmann

J. Comput. Appl. Math., 2020

Shortest Multi-Spline Bases for Generalized Sampling.

Alexis Goujon, Shayan Aziznejad, Alireza Naderi, Michael Unser

CoRR, 2020

Dictionary Learning with Statistical Sparsity in the Presence of Noise.

Shayan Aziznejad, Emmanuel Soubies, Michael Unser

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Hybrid-Spline Dictionaries for Continuous-Domain Inverse Problems.

Thomas Debarre, Shayan Aziznejad, Michael Unser

IEEE Trans. Signal Process., 2019

Deep Spline Networks with Control of Lipschitz Regularity.

Shayan Aziznejad, Michael Unser

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

An L1 Representer Theorem for Multiple-Kernel Regression.

Shayan Aziznejad, Michael Unser

CoRR, 2018

2017

A generalization of weighted sparse decomposition to negative weights.

Ghazaleh Delfi, Shayan Aziznejad, Sana Amani, Massoud Babaie-Zadeh, Christian Jutten

Proceedings of the 25th European Signal Processing Conference, 2017

A fast matrix completion method for index coding.

Ehsan Asadi, Shayan Aziznejad, Mohammad H. Amerimehr, Arash Amini

Proceedings of the 25th European Signal Processing Conference, 2017