Théo Guyard

According to our database, Théo Guyard authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

A New Branch-and-Bound Pruning Framework for ℓ₀-Regularized Problems.

Théo Guyard, Cédric Herzet, Clément Elvira, Ayse-Nur Arslan

CoRR, 2024

A New Branch-and-Bound Pruning Framework for ℓ0-Regularized Problems.

Théo Guyard, Cédric Herzet, Clément Elvira, Ayse-Nur Arslan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Safe peeling for l0-regularized least-squares with supplementary material.

Théo Guyard, Gilles Monnoyer, Clément Elvira, Cédric Herzet

CoRR, 2023

Safe Peeling for $\ell_{0}$-Regularized Least-Squares.

Théo Guyard, Gilles Monnoyer, Clément Elvira, Cédric Herzet

Proceedings of the 31st European Signal Processing Conference, 2023

2022

Node-Screening Tests For The L0-Penalized Least-Squares Problem.

Théo Guyard, Cédric Herzet, Clément Elvira

Proceedings of the IEEE International Conference on Acoustics, 2022

Screen & Relax: Accelerating The Resolution Of Elastic-Net By Safe Identification of The Solution Support.

Théo Guyard, Cédric Herzet, Clément Elvira

Proceedings of the IEEE International Conference on Acoustics, 2022