Beyond Independent Measurements: General Compressed Sensing with GNN Application A Naderi, Y Plan NeurIPS 2021 Workshop on Deep Learning and Inverse Problems, 2021 | 5 | 2021 |
Sparsity-free compressed sensing with applications to generative priors A Naderi, Y Plan IEEE Journal on Selected Areas in Information Theory 3 (3), 493-501, 2022 | 4 | 2022 |
Optimal spline generators for derivative sampling S Aziznejad, A Naderi, M Unser 2019 13th International Conference On Sampling Theory And Applications …, 2019 | 3 | 2019 |
Beyond IID weights: sparse and low-rank deep Neural Networks are also Gaussian Processes TN Saada, A Naderi, J Tanner The Twelfth International Conference on Learning Representations, 2023 | 2* | 2023 |
Shortest-support multi-spline bases for generalized sampling A Goujon, S Aziznejad, A Naderi, M Unser Journal of Computational and Applied Mathematics 395, 113610, 2021 | 2 | 2021 |
Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Transformers A Naderi, TN Saada, J Tanner arXiv preprint arXiv:2410.07799, 2024 | | 2024 |
A simple proof for the almost sure convergence of the largest singular value of a product of Gaussian matrices TN Saada, A Naderi arXiv preprint arXiv:2409.20180, 2024 | | 2024 |