A fast matrix completion method for index coding. - Ehsan Asadi; Shayan Aziznejad; Mohammad H. Amerimehr; Arash Amini (EUSIPCO, 2017)

A generalization of weighted sparse decomposition to negative weights. - Ghazaleh Delfi; Shayan Aziznejad; Sana Amani; Massoud Babaie-Zadeh; Christian Jutten (EUSIPCO, 2017)

An L1 Representer Theorem for Multiple-Kernel Regression. - Shayan Aziznejad; Michael Unser (CoRR, 2018)

Deep Spline Networks with Control of Lipschitz Regularity. - Shayan Aziznejad; Michael Unser (ICASSP, 2019)

Hybrid-Spline Dictionaries for Continuous-Domain Inverse Problems. - Thomas Debarre; Shayan Aziznejad; Michael Unser (IEEE Trans. Signal Process., 2019)

Dictionary Learning with Statistical Sparsity in the Presence of Noise. - Shayan Aziznejad; Emmanuel Soubies; Michael Unser (EUSIPCO, 2020)

Shortest Multi-Spline Bases for Generalized Sampling. - Alexis Goujon; Shayan Aziznejad; Alireza Naderi; Michael Unser (CoRR, 2020)

Support and approximation properties of Hermite splines. - Julien Fageot; Shayan Aziznejad; Michael Unser; Virginie Uhlmann (J. Comput. Appl. Math., 2020)

Deep Neural Networks With Trainable Activations and Controlled Lipschitz Constant. - Shayan Aziznejad; Harshit Gupta; Joaquim Campos; Michael Unser (IEEE Trans. Signal Process., 2020)

Generating Sparse Stochastic Processes Using Matched Splines. - Leello Dadi; Shayan Aziznejad; Michael Unser (IEEE Trans. Signal Process., 2020)

Graphic: Graph-Based Hierarchical Clustering For Single-Molecule Localization Microscopy. - Mehrsa Pourya; Shayan Aziznejad; Michael Unser; Daniel Sage (ISBI, 2021)

Sparsest Univariate Learning Models Under Lipschitz Constraint. - Shayan Aziznejad; Thomas Debarre; Michael Unser (CoRR, 2021)

Shortest-support multi-spline bases for generalized sampling. - Alexis Goujon; Shayan Aziznejad; Alireza Naderi; Michael Unser (J. Comput. Appl. Math., 2021)

Multikernel Regression with Sparsity Constraint. - Shayan Aziznejad; Michael Unser (SIAM J. Math. Data Sci., 2021)

Coupled Splines for Sparse Curve Fitting. - Icíar Lloréns Jover; Thomas Debarre; Shayan Aziznejad; Michael Unser (IEEE Trans. Image Process., 2022)

The Wavelet Compressibility of Compound Poisson Processes. - Shayan Aziznejad; Julien Fageot (IEEE Trans. Inf. Theory, 2022)

Measuring Complexity of Learning Schemes Using Hessian-Schatten Total Variation. - Shayan Aziznejad; Joaquim Campos; Michael Unser (SIAM J. Math. Data Sci., 2023)