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2020 – today
- 2024
[c13]Théo Guyard, Cédric Herzet, Clément Elvira, Ayse-Nur Arslan:
A New Branch-and-Bound Pruning Framework for ℓ0-Regularized Problems. ICML 2024- [i8]Théo Guyard, Cédric Herzet, Clément Elvira, Ayse-Nur Arslan:
A New Branch-and-Bound Pruning Framework for ℓ0-Regularized Problems. CoRR abs/2406.03504 (2024) - 2023
- [j3]Clément Elvira
, Cédric Herzet:
Safe Rules for the Identification of Zeros in the Solutions of the SLOPE Problem. SIAM J. Math. Data Sci. 5(1): 147-173 (2023) - [c12]Théo Guyard, Gilles Monnoyer, Clément Elvira, Cédric Herzet:
Safe Peeling for $\ell_{0}$-Regularized Least-Squares. EUSIPCO 2023: 1748-1752 - [i7]Théo Guyard, Gilles Monnoyer, Clément Elvira, Cédric Herzet:
Safe peeling for l0-regularized least-squares with supplementary material. CoRR abs/2302.14471 (2023) - [i6]Thu-Le Tran, Clément Elvira, Hong Phuong Dang, Cédric Herzet:
One to beat them all: "RYU" - a unifying framework for the construction of safe balls. CoRR abs/2312.00640 (2023) - 2022
- [c11]Thu-Le Tran, Clément Elvira, Hong Phuong Dang, Cédric Herzet:
Beyond GAP screening for Lasso by exploiting new dual cutting half-spaces. EUSIPCO 2022: 2056-2060 - [c10]Cédric Herzet, Clément Elvira, Hong Phuong Dang:
Region-free Safe Screening Tests for $\ell_{1}$-penalized Convex Problems. EUSIPCO 2022: 2061-2065 - [c9]Théo Guyard, Cédric Herzet, Clément Elvira:
Screen & Relax: Accelerating The Resolution Of Elastic-Net By Safe Identification of The Solution Support. ICASSP 2022: 5443-5447 - [c8]Théo Guyard, Cédric Herzet, Clément Elvira:
Node-Screening Tests For The L0-Penalized Least-Squares Problem. ICASSP 2022: 5448-5452 - [i5]Thu-Le Tran, Clément Elvira, Hong Phuong Dang, Cédric Herzet:
Beyond GAP screening for Lasso by exploiting new dual cutting half-spaces with supplementary material. CoRR abs/2203.00987 (2022) - 2021
- [i4]Clément Elvira, Cédric Herzet:
Safe rules for the identification of zeros in the solutions of the SLOPE problem. CoRR abs/2110.11784 (2021) - 2020
- [j2]Clément Elvira, Cédric Herzet:
Safe Squeezing for Antisparse Coding. IEEE Trans. Signal Process. 68: 3252-3265 (2020) - [c7]Diego Di Carlo, Clement Elvira, Antoine Deleforge, Nancy Bertin, Rémi Gribonval:
Blaster: An Off-Grid Method for Blind and Regularized Acoustic Echoes Retrieval. ICASSP 2020: 156-160 - [c6]Clément Elvira, Cédric Herzet:
Short and Squeezed: Accelerating the Computation of Antisparse Representations with Safe Squeezing. ICASSP 2020: 5615-5619 - [i3]Clement Elvira, Jeremy E. Cohen, Cédric Herzet, Rémi Gribonval:
Continuous dictionaries meet low-rank tensor approximations. CoRR abs/2009.06340 (2020)
2010 – 2019
- 2019
- [c5]Hong Phuong Dang, Clément Elvira:
Parameter-free Small Variance Asymptotics for Dictionary Learning. EUSIPCO 2019: 1-5 - [c4]Clément Elvira, Rémi Gribonval, Charles Soussen, Cédric Herzet:
OMP and Continuous Dictionaries: Is k-step Recovery Possible? ICASSP 2019: 5546-5550 - [i2]Clément Elvira, Rémi Gribonval, Charles Soussen, Cédric Herzet:
When does OMP achieve support recovery with continuous dictionaries? CoRR abs/1904.06311 (2019) - [i1]Clément Elvira, Cédric Herzet:
Safe squeezing for antisparse coding. CoRR abs/1911.07508 (2019) - 2018
- [c3]Clement Elvira, Hong Phuong Dang, Pierre Chainais:
Small variance asymptotics and bayesian nonparametrics for dictionary learning. EUSIPCO 2018: 1607-1611 - 2017
- [b1]Clement Elvira:
Bayesian models for anti-sparse coding and Bayesian non parametric principal component analysis. (Modèles bayésiens pour l'identification de représentations antiparcimonieuses et l'analyse en composantes principales bayésienne non paramétrique). Ecole Centrale Lille, France, 2017 - [j1]Clement Elvira, Pierre Chainais, Nicolas Dobigeon:
Bayesian Antisparse Coding. IEEE Trans. Signal Process. 65(7): 1660-1672 (2017) - [c2]Clement Elvira, Pierre Chainais, Nicolas Dobigeon:
Bayesian nonparametric subspace estimation. ICASSP 2017: 2247-2251 - 2016
- [c1]Clement Elvira, Pierre Chainais, Nicolas Dobigeon:
Democratic prior for anti-sparse coding. SSP 2016: 1-4
Coauthor Index
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