Théo Guyard

collaborators

Showing math.OCShow all

2 papers · 1 filter

math.OC2026

Linear Decision Tree Policies for Integer Linear Programs

ThÃ©o Guyard, Cleber Oliveira, Maximilian Schiffer +2

We study optimal decision policies, represented as linear decision trees, for integer linear programs with a fixed feasible set and varying cost vectors. Once synthesized for a giv…

math.OC2025

A Generic Branch-and-Bound Algorithm for $ℓ_{0}$ -Penalized Problems with Supplementary Material

We present a generic Branch-and-Bound procedure designed to solve L0-penalized optimization problems. Existing approaches primarily focus on quadratic losses and construct relaxati…

Linear Decision Tree Policies for Integer Linear Programs

A Generic Branch-and-Bound Algorithm for ℓ0​-Penalized Problems with Supplementary Material

A Generic Branch-and-Bound Algorithm for $ℓ_{0}$ -Penalized Problems with Supplementary Material