| Use of palm for ℓ1 sparse matrix factorization: Difficulty and rationalization of a two-step approach C Kervazo, J Bobin, C Chenot, F Sureau Digital Signal Processing 97, 102611, 2020 | 14 | 2020 |
| Use of palm for l1 sparse matrix factorization: Difficulty and rationalization of an heuristic approach C Kervazo, J Bobin, C Chenot, F Sureau Digital Signal Processing 97, 2020 | 9 | 2020 |
| Provably robust blind source separation of linear-quadratic near-separable mixtures C Kervazo, N Gillis, N Dobigeon SIAM Journal on Imaging Sciences 14 (4), 1848-1889, 2021 | 8 | 2021 |
| Smoothed separable nonnegative matrix factorization N Nadisic, N Gillis, C Kervazo Linear Algebra and its Applications 676, 174-204, 2023 | 7 | 2023 |
| Faster and better sparse blind source separation through mini-batch optimization C Kervazo, T Liaudat, J Bobin Digital Signal Processing 106, 102827, 2020 | 7 | 2020 |
| Blind separation of a large number of sparse sources C Kervazo, J Bobin, C Chenot Signal Processing 150, 157-165, 2018 | 6 | 2018 |
| Unrolling PALM for sparse semi-blind source separation M Fahes, C Kervazo, J Bobin, F Tupin arXiv preprint arXiv:2112.05694, 2021 | 3 | 2021 |
| Optimization framework for large-scale sparse blind source separation C Kervazo Université Paris Saclay (COmUE), 2019 | 3 | 2019 |
| Stacked sparse blind source separation for non-linear mixtures C Kervazo, J Bobin | 3 | 2019 |
| Heuristics for efficient sparse blind source separation C Kervazo, J Bobin, C Chenot 2018 26th European Signal Processing Conference (EUSIPCO), 489-493, 2018 | 2 | 2018 |
| A deep learning method trained on synthetic data for digital breast tomosynthesis reconstruction A Quillent, V Bismuth, I Bloch, C Kervazo, S Ladjal Medical Imaging with Deep Learning 2023 (MIDL 2023), 2023 | 1 | 2023 |
| Successive nonnegative projection algorithm for linear quadratic mixtures C Kervazo, N Gillis, N Dobigeon 2020 28th European Signal Processing Conference (EUSIPCO), 1951-1955, 2021 | 1 | 2021 |
| Sequential sparse blind source separation for non-linear mixtures C Kervazo, J Bobin Journal of Physics: Conference Series 1476 (1), 012008, 2020 | 1 | 2020 |
| Distributed sparse BSS for large-scale datasets TI Liaudat, J Bobin, C Kervazo | 1 | 2019 |
| Sparse Non-Negative Matrix Factorization for Preclinical Bioluminescent Imaging E Dereure, C Kervazo, J Seguin, A Garofalakis, N Mignet, E Angelini, ... 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023 | | 2023 |
| Extraction des positions continues des cibles dans les signaux RSO C Kervazo, S Ladjal | | 2022 |
| Successive Nonnegative Projection Algorithm for Linear Quadratic Mixtures (iTWIST 2020) C Kervazo, N Gillis, N Dobigeon International Traveling Workshop on Interactions between low-complexity data …, 2020 | | 2020 |
| Stacked Sparse Non-Linear Blind Source Separation C Kervazo, J Bobin | | 2019 |
| Block-GMCA C Kervazo, J Bobin | | |
| Sparse BSS in the large-scale regime C Kervazo, J Bobin, C Chenot | | |
