Shayan Aziznejad

Orcid: 0000-0002-6871-9703

According to our database1, Shayan Aziznejad authored at least 17 papers between 2017 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Measuring Complexity of Learning Schemes Using Hessian-Schatten Total Variation.
SIAM J. Math. Data Sci., June, 2023

2022
The Wavelet Compressibility of Compound Poisson Processes.
IEEE Trans. Inf. Theory, 2022

Coupled Splines for Sparse Curve Fitting.
IEEE Trans. Image Process., 2022

2021
Multikernel Regression with Sparsity Constraint.
SIAM J. Math. Data Sci., 2021

Shortest-support multi-spline bases for generalized sampling.
J. Comput. Appl. Math., 2021

Sparsest Univariate Learning Models Under Lipschitz Constraint.
CoRR, 2021

Graphic: Graph-Based Hierarchical Clustering For Single-Molecule Localization Microscopy.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
Generating Sparse Stochastic Processes Using Matched Splines.
IEEE Trans. Signal Process., 2020

Deep Neural Networks With Trainable Activations and Controlled Lipschitz Constant.
IEEE Trans. Signal Process., 2020

Support and approximation properties of Hermite splines.
J. Comput. Appl. Math., 2020

Shortest Multi-Spline Bases for Generalized Sampling.
CoRR, 2020

Dictionary Learning with Statistical Sparsity in the Presence of Noise.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
Hybrid-Spline Dictionaries for Continuous-Domain Inverse Problems.
IEEE Trans. Signal Process., 2019

Deep Spline Networks with Control of Lipschitz Regularity.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
An L1 Representer Theorem for Multiple-Kernel Regression.
CoRR, 2018

2017
A generalization of weighted sparse decomposition to negative weights.
Proceedings of the 25th European Signal Processing Conference, 2017

A fast matrix completion method for index coding.
Proceedings of the 25th European Signal Processing Conference, 2017


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