Defresne, Marianne

4 publications

JAIR 2026 Scaling Neuro-Symbolic Problem Solving: Solver-Free Learning of Constraints and Objectives Marianne Defresne, Romain Gambardella, Sophie Barbe, Thomas Schiex

NeurIPS 2025 Feasibility-Aware Decision-Focused Learning for Predicting Parameters in the Constraints Jayanta Mandi, Marianne Defresne, Senne Berden, Tias Guns

IJCAI 2025 Preference Elicitation for Multi-Objective Combinatorial Optimization with Active Learning and Maximum Likelihood Estimation Marianne Defresne, Jayanta Mandi, Tias Guns

IJCAI 2023 Scalable Coupling of Deep Learning with Logical Reasoning Marianne Defresne, Sophie Barbe, Thomas Schiex