3 citations · 5 across the 2 of their papers we have counts for
2 papers
math.OC2024★ 2 cited
Neur2BiLO: Neural Bilevel Optimization
Justin Dumouchelle, Esther Julien, Jannis Kurtz +1
Bilevel optimization deals with nested problems in which a leader takes the first decision to minimize their objective function while accounting for a follower's best-response reac…
math.OC2023★ 3 cited
Deep Learning for Two-Stage Robust Integer Optimization
Justin Dumouchelle, Esther Julien, Jannis Kurtz +1
Robust optimization is an established framework for modeling optimization problems with uncertain parameters. While static robust optimization is often criticized for being too con…