Shayan Aziznejad

21 papers Misc 1Journal 16Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
EvoFlows: Evolutionary Edit-Based Flow-Matching for Protein Engineering.
CoRR
Nicolas Deutschmann, Constance Ferragu, Jonathan D. Ziegler, Shayan Aziznejad, Eli Bixby
2023 J jnl
Measuring Complexity of Learning Schemes Using Hessian-Schatten Total Variation.
SIAM J. Math. Data Sci.
Shayan Aziznejad, Joaquim Campos, Michael Unser
2022 J jnl
Coupled Splines for Sparse Curve Fitting.
IEEE Trans. Image Process.
Icíar Lloréns Jover, Thomas Debarre, Shayan Aziznejad, Michael Unser
2022 J jnl
The Wavelet Compressibility of Compound Poisson Processes.
IEEE Trans. Inf. Theory
Shayan Aziznejad, Julien Fageot
2021 — conf
Graphic: Graph-Based Hierarchical Clustering For Single-Molecule Localization Microscopy.
ISBI
Mehrsa Pourya, Shayan Aziznejad, Michael Unser, Daniel Sage
2021 J jnl
Measuring Complexity of Learning Schemes Using Hessian-Schatten Total-Variation.
CoRR
Shayan Aziznejad, Joaquim Campos, Michael Unser
2021 J jnl
Multikernel Regression with Sparsity Constraint.
SIAM J. Math. Data Sci.
Shayan Aziznejad, Michael Unser
2021 J jnl
Shortest-support multi-spline bases for generalized sampling.
J. Comput. Appl. Math.
Alexis Goujon, Shayan Aziznejad, Alireza Naderi, Michael Unser
2021 J jnl
Sparsest Univariate Learning Models Under Lipschitz Constraint.
CoRR
Shayan Aziznejad, Thomas Debarre, Michael Unser
2020 J jnl
Deep Neural Networks With Trainable Activations and Controlled Lipschitz Constant.
IEEE Trans. Signal Process.
Shayan Aziznejad, Harshit Gupta, Joaquim Campos, Michael Unser
2020 J jnl
Deep Neural Networks with Trainable Activations and Controlled Lipschitz Constant.
CoRR
Shayan Aziznejad, Harshit Gupta, Joaquim Campos, Michael Unser
2020 — conf
Dictionary Learning with Statistical Sparsity in the Presence of Noise.
EUSIPCO
Shayan Aziznejad, Emmanuel Soubies, Michael Unser
2020 J jnl
Generating Sparse Stochastic Processes Using Matched Splines.
IEEE Trans. Signal Process.
Leello Dadi, Shayan Aziznejad, Michael Unser
2020 J jnl
Shortest Multi-Spline Bases for Generalized Sampling.
CoRR
Alexis Goujon, Shayan Aziznejad, Alireza Naderi, Michael Unser
2020 J jnl
Support and approximation properties of Hermite splines.
J. Comput. Appl. Math.
Julien Fageot, Shayan Aziznejad, Michael Unser, Virginie Uhlmann
2020 J jnl
Wavelet Compressibility of Compound Poisson Processes.
CoRR
Shayan Aziznejad, Julien Fageot
2019 Misc conf
Deep Spline Networks with Control of Lipschitz Regularity.
ICASSP
Shayan Aziznejad, Michael Unser
2019 J jnl
Hybrid-Spline Dictionaries for Continuous-Domain Inverse Problems.
IEEE Trans. Signal Process.
Thomas Debarre, Shayan Aziznejad, Michael Unser
2018 J jnl
An L1 Representer Theorem for Multiple-Kernel Regression.
CoRR
Shayan Aziznejad, Michael Unser
2017 — conf
A fast matrix completion method for index coding.
EUSIPCO
Ehsan Asadi, Shayan Aziznejad, Mohammad H. Amerimehr, Arash Amini
2017 — conf
A generalization of weighted sparse decomposition to negative weights.
EUSIPCO
Ghazaleh Delfi, Shayan Aziznejad, Sana Amani, Massoud Babaie-Zadeh, Christian Jutten