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

Beyond Independent Measurements: General Compressed Sensing with GNN Application. - Alireza Naderi; Yaniv Plan (CoRR, 2021)

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

Sparsity-Free Compressed Sensing With Applications to Generative Priors. - Alireza Naderi; Yaniv Plan (IEEE J. Sel. Areas Inf. Theory, 2022)

Beyond IID weights: sparse and low-rank deep Neural Networks are also Gaussian Processes. - Thiziri Nait Saada; Alireza Naderi; Jared Tanner (ICLR, 2024)

Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Transformers. - Alireza Naderi; Thiziri Nait Saada; Jared Tanner (CoRR, 2024)