Articles by Théo Guyard | Synthical

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5

A Generic Branch-and-Bound Algorithm for \ell_0-Penalized Problems with Supplementary Material

4 June 2025 by Clément Elvira and others

Optimization and Control, Machine Learning

El0ps: An Exact L0-regularized Problems Solver

4 June 2025 by Théo Guyard and others

Mathematical Software, Machine Learning

A New Branch-and-Bound Pruning Framework for \ell_0-Regularized Problems

3 June 2024 by Théo Guyard and others

Optimization and Control, Machine Learning

A New Branch-and-Bound Pruning Framework for \ell_0-Regularized Problems

3 June 2024 by Théo Guyard and others

Optimization and Control, Machine Learning

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

3 March 2023 by Théo Guyard and others

Machine Learning, Optimization and Control

Screen & Relax: Accelerating the resolution of Elastic-net by safe identification of the solution support

3 February 2022 by Théo Guyard and others

Optimization and Control

Node-screening tests for L0-penalized least-squares problem with supplementary material

3 February 2022 by Théo Guyard and others

Signal Processing

Topics

Optimization and Control Machine Learning Signal Processing