Clément Elvira

24 papers A* 1Misc 4Journal 14Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Physically constrained unfolded multi-dimensional OMP for large MIMO systems. CoRR Nay Klaimi, Clément Elvira, Philippe Mary, Luc Le Magoarou
2025	J	`jnl`	A Generic Branch-and-Bound Algorithm for ℓ CoRR Clément Elvira, Théo Guyard, Cédric Herzet
2025	J	`jnl`	El0ps: An Exact L0-regularized Problems Solver. CoRR Théo Guyard, Cédric Herzet, Clément Elvira
2025	—	`conf`	Model-Based Learning for Joint Channel Estimation and Hybrid MIMO Precoding. SPAWC Nay Klaimi, Amira Bedoui, Clément Elvira, Philippe Mary, Luc Le Magoarou
2025	J	`jnl`	Model-based learning for joint channel estimationand hybrid MIMO precoding. CoRR Nay Klaimi, Amira Bedoui, Clément Elvira, Philippe Mary, Luc Le Magoarou
2025	J	`jnl`	One to beat them all: "RYU" - a unifying framework for the construction of safe balls. Open J. Math. Optim. Thu-Le Tran, Clément Elvira, Hong Phuong Dang, Cédric Herzet
2024	J	`jnl`	A New Branch-and-Bound Pruning Framework for ℓ CoRR Théo Guyard, Cédric Herzet, Clément Elvira, Ayse-Nur Arslan
2024	A*	`conf`	A New Branch-and-Bound Pruning Framework for ℓ0-Regularized Problems. ICML Théo Guyard, Cédric Herzet, Clément Elvira, Ayse-Nur Arslan
2023	J	`jnl`	One to beat them all: "RYU" - a unifying framework for the construction of safe balls. CoRR Thu-Le Tran, Clément Elvira, Hong Phuong Dang, Cédric Herzet
2023	—	`conf`	Safe Peeling for $\ell_{0}$-Regularized Least-Squares. EUSIPCO Théo Guyard, Gilles Monnoyer, Clément Elvira, Cédric Herzet
2023	J	`jnl`	Safe Rules for the Identification of Zeros in the Solutions of the SLOPE Problem. SIAM J. Math. Data Sci. Clément Elvira, Cédric Herzet
2023	J	`jnl`	Safe peeling for l0-regularized least-squares with supplementary material. CoRR Théo Guyard, Gilles Monnoyer, Clément Elvira, Cédric Herzet
2022	J	`jnl`	Beyond GAP screening for Lasso by exploiting new dual cutting half-spaces with supplementary material. CoRR Thu-Le Tran, Clément Elvira, Hong Phuong Dang, Cédric Herzet
2022	—	`conf`	Beyond GAP screening for Lasso by exploiting new dual cutting half-spaces. EUSIPCO Thu-Le Tran, Clément Elvira, Hong Phuong Dang, Cédric Herzet
2022	Misc	`conf`	Node-Screening Tests For The L0-Penalized Least-Squares Problem. ICASSP Théo Guyard, Cédric Herzet, Clément Elvira
2022	—	`conf`	Region-free Safe Screening Tests for $\ell_{1}$-penalized Convex Problems. EUSIPCO Cédric Herzet, Clément Elvira, Hong Phuong Dang
2022	Misc	`conf`	Screen & Relax: Accelerating The Resolution Of Elastic-Net By Safe Identification of The Solution Support. ICASSP Théo Guyard, Cédric Herzet, Clément Elvira
2021	J	`jnl`	Safe rules for the identification of zeros in the solutions of the SLOPE problem. CoRR Clément Elvira, Cédric Herzet
2020	J	`jnl`	Safe Squeezing for Antisparse Coding. IEEE Trans. Signal Process. Clément Elvira, Cédric Herzet
2020	Misc	`conf`	Short and Squeezed: Accelerating the Computation of Antisparse Representations with Safe Squeezing. ICASSP Clément Elvira, Cédric Herzet
2019	Misc	`conf`	OMP and Continuous Dictionaries: Is k-step Recovery Possible? ICASSP Clément Elvira, Rémi Gribonval, Charles Soussen, Cédric Herzet
2019	—	`conf`	Parameter-free Small Variance Asymptotics for Dictionary Learning. EUSIPCO Hong Phuong Dang, Clément Elvira
2019	J	`jnl`	Safe squeezing for antisparse coding. CoRR Clément Elvira, Cédric Herzet
2019	J	`jnl`	When does OMP achieve support recovery with continuous dictionaries? CoRR Clément Elvira, Rémi Gribonval, Charles Soussen, Cédric Herzet