Shayan Aziznejad

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 20

Top Topics

Poisson Processes

Top Venues

IEEE Trans. Signal Process.

SIAM J. Math. Data Sci.

Publications

Shayan Aziznejad, Joaquim Campos, Michael Unser
Measuring Complexity of Learning Schemes Using Hessian-Schatten Total Variation. SIAM J. Math. Data Sci. 5 (2) (2023)
Shayan Aziznejad, Julien Fageot
The Wavelet Compressibility of Compound Poisson Processes. IEEE Trans. Inf. Theory 68 (4) (2022)
Icíar Lloréns Jover, Thomas Debarre, Shayan Aziznejad, Michael Unser
Coupled Splines for Sparse Curve Fitting. IEEE Trans. Image Process. 31 (2022)
Shayan Aziznejad, Michael Unser
Multikernel Regression with Sparsity Constraint. SIAM J. Math. Data Sci. 3 (1) (2021)
Alexis Goujon, Shayan Aziznejad, Alireza Naderi, Michael Unser
Shortest-support multi-spline bases for generalized sampling. J. Comput. Appl. Math. 395 (2021)
Shayan Aziznejad, Joaquim Campos, Michael Unser
Measuring Complexity of Learning Schemes Using Hessian-Schatten Total-Variation. CoRR (2021)
Mehrsa Pourya, Shayan Aziznejad, Michael Unser, Daniel Sage
Graphic: Graph-Based Hierarchical Clustering For Single-Molecule Localization Microscopy. ISBI (2021)
Shayan Aziznejad, Thomas Debarre, Michael Unser
Sparsest Univariate Learning Models Under Lipschitz Constraint. CoRR (2021)
Alexis Goujon, Shayan Aziznejad, Alireza Naderi, Michael Unser
Shortest Multi-Spline Bases for Generalized Sampling. CoRR (2020)
Shayan Aziznejad, Harshit Gupta, Joaquim Campos, Michael Unser
Deep Neural Networks with Trainable Activations and Controlled Lipschitz Constant. CoRR (2020)
Shayan Aziznejad, Emmanuel Soubies, Michael Unser
Dictionary Learning with Statistical Sparsity in the Presence of Noise. EUSIPCO (2020)
Julien Fageot, Shayan Aziznejad, Michael Unser, Virginie Uhlmann
Support and approximation properties of Hermite splines. J. Comput. Appl. Math. 368 (2020)
Leello Dadi, Shayan Aziznejad, Michael Unser
Generating Sparse Stochastic Processes Using Matched Splines. IEEE Trans. Signal Process. 68 (2020)
Shayan Aziznejad, Julien Fageot
Wavelet Compressibility of Compound Poisson Processes. CoRR (2020)
Shayan Aziznejad, Harshit Gupta, Joaquim Campos, Michael Unser
Deep Neural Networks With Trainable Activations and Controlled Lipschitz Constant. IEEE Trans. Signal Process. 68 (2020)
Shayan Aziznejad, Michael Unser
Deep Spline Networks with Control of Lipschitz Regularity. ICASSP (2019)
Thomas Debarre, Shayan Aziznejad, Michael Unser
Hybrid-Spline Dictionaries for Continuous-Domain Inverse Problems. IEEE Trans. Signal Process. 67 (22) (2019)
Shayan Aziznejad, Michael Unser
An L1 Representer Theorem for Multiple-Kernel Regression. CoRR (2018)
Ghazaleh Delfi, Shayan Aziznejad, Sana Amani, Massoud Babaie-Zadeh, Christian Jutten
A generalization of weighted sparse decomposition to negative weights. EUSIPCO (2017)
Ehsan Asadi, Shayan Aziznejad, Mohammad H. Amerimehr, Arash Amini
A fast matrix completion method for index coding. EUSIPCO (2017)