| When does OMP achieve exact recovery with continuous dictionaries? C Elvira, R Gribonval, C Soussen, C Herzet Applied and Computational Harmonic Analysis, 2020 | 25* | 2020 |
| Omp and continuous dictionaries: Is k-step recovery possible? C Elvira, R Gribonval, C Soussen, C Herzet ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 24 | 2019 |
| Bayesian Antisparse Coding C Elvira, P Chainais, N Dobigeon IEEE Transactions on Signal Processing 65 (7), 1660-1672, 2017 | 20 | 2017 |
| Safe rules for the identification of zeros in the solutions of the SLOPE problem C Elvira, C Herzet SIAM Journal on Mathematics of Data Science 5 (1), 147-173, 2023 | 13 | 2023 |
| Node-Screening Tests For The L0-Penalized Least-Squares Problem T Guyard, C Herzet, C Elvira ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 13 | 2022 |
| Bayesian nonparametric Principal Component Analysis C Elvira, P Chainais, N Dobigeon arXiv preprint arXiv:1709.05667, 2017 | 13 | 2017 |
| Safe squeezing for antisparse coding C Elvira, C Herzet IEEE Transactions on Signal Processing 68, 3252-3265, 2020 | 11 | 2020 |
| Blaster: An Off-Grid Method for Blind and Regularized Acoustic Echoes Retrieval D Di Carlo, C Elvira, A Deleforge, N Bertin, R Gribonval ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 8 | 2020 |
| Screen & relax: accelerating the resolution of elastic-net by safe identification of the solution support T Guyard, C Herzet, C Elvira ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 6 | 2022 |
| Beyond GAP screening for Lasso by exploiting new dual cutting half-spaces TL Tran, C Elvira, HP Dang, C Herzet 2022 30th European Signal Processing Conference (EUSIPCO), 2056-2060, 2022 | 5 | 2022 |
| Bayesian nonparametric subspace estimation C Elvira, P Chainais, N Dobigeon | 5 | 2016 |
| Short and Squeezed: Accelerating the Computation of Antisparse Representations with Safe Squeezing C Elvira, C Herzet ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 4 | 2020 |
| Safe peeling for l0-regularized least-squares with supplementary material T Guyard, G Monnoyer, C Elvira, C Herzet arXiv preprint arXiv:2302.14471, 2023 | 3 | 2023 |
| Region-free Safe Screening Tests for -penalized Convex Problems C Herzet, C Elvira, HP Dang 2022 30th European Signal Processing Conference (EUSIPCO), 2061-2065, 2022 | 3 | 2022 |
| Node-screening tests for L0-penalized least-squares problem with supplementary material T Guyard, C Herzet, C Elvira arXiv preprint arXiv:2110.07308, 2021 | 3 | 2021 |
| A response to “Fast OSCAR and OWL Regression via Safe Screening Rules” by Bao et al. C Elvira, C Herzet CentraleSupelec; Inria Rennes–Bretagne Atlantique, 2021 | 3 | 2021 |
| Continuous dictionaries meet low-rank tensor approximations C Elvira, JE Cohen, C Herzet, R Gribonval arXiv preprint arXiv:2009.06340, 2020 | 3 | 2020 |
| A case of exact recovery with OMP using continuous dictionaries C Elvira, R Gribonval, C Herzet, C Soussen CS 2018-9th International Conference on Curves and Surfaces, 2018 | 3* | 2018 |
| Small variance asymptotics and bayesian nonparametrics for dictionary learning C Elvira, HP Dang, P Chainais 2018 26th European Signal Processing Conference (EUSIPCO), 1607-1611, 2018 | 2 | 2018 |
| Democratic prior for anti-sparse coding C Elvira, P Chainais, N Dobigeon 2016 IEEE Statistical Signal Processing Workshop (SSP), 1-4, 2016 | 2 | 2016 |
Cédric HerzetInstitut National de Recherche en Informatique et Automatique (INRIA)Verified email at inria.fr
