Clément Elvira

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Cervical Cancer

Top Venues

SIAM J. Math. Data Sci.

Publications

Théo Guyard, Cédric Herzet, Clément Elvira, Ayse-Nur Arslan
-Regularized Problems. CoRR (2024)
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 (2023)
Théo Guyard, Gilles Monnoyer, Clément Elvira, Cédric Herzet
Safe Peeling for $\ell_{0}$-Regularized Least-Squares. EUSIPCO (2023)
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) (2023)
Théo Guyard, Gilles Monnoyer, Clément Elvira, Cédric Herzet
Safe peeling for l0-regularized least-squares with supplementary material. CoRR (2023)
Théo Guyard, Cédric Herzet, Clément Elvira
Screen & Relax: Accelerating The Resolution Of Elastic-Net By Safe Identification of The Solution Support. ICASSP (2022)
Théo Guyard, Cédric Herzet, Clément Elvira
Node-Screening Tests For The L0-Penalized Least-Squares Problem. ICASSP (2022)
Thu-Le Tran, Clément Elvira, Hong Phuong Dang, Cédric Herzet
Beyond GAP screening for Lasso by exploiting new dual cutting half-spaces. EUSIPCO (2022)
Cédric Herzet, Clément Elvira, Hong Phuong Dang
Region-free Safe Screening Tests for $\ell_{1}$-penalized Convex Problems. EUSIPCO (2022)
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 (2022)
Clément Elvira, Cédric Herzet
Safe rules for the identification of zeros in the solutions of the SLOPE problem. CoRR (2021)
Clément Elvira, Cédric Herzet
Safe Squeezing for Antisparse Coding. IEEE Trans. Signal Process. 68 (2020)
Clément Elvira, Cédric Herzet
Short and Squeezed: Accelerating the Computation of Antisparse Representations with Safe Squeezing. ICASSP (2020)
Clément Elvira, Rémi Gribonval, Charles Soussen, Cédric Herzet
When does OMP achieve support recovery with continuous dictionaries? CoRR (2019)
Clément Elvira, Rémi Gribonval, Charles Soussen, Cédric Herzet
OMP and Continuous Dictionaries: Is k-step Recovery Possible? ICASSP (2019)
Hong Phuong Dang, Clément Elvira
Parameter-free Small Variance Asymptotics for Dictionary Learning. EUSIPCO (2019)
Clément Elvira, Cédric Herzet
Safe squeezing for antisparse coding. CoRR (2019)