Marianne Defresne

According to our database, Marianne Defresne authored at least 7 papers between 2023 and 2026.

Collaborative distances:

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

2026

Scaling Neuro-symbolic Problem Solving: Solver-Free Learning of Constraints and Objectives.

Marianne Defresne, Romain Gambardella, Sophie Barbe, Thomas Schiex

J. Artif. Intell. Res., 2026

Preference Elicitation for Step-Wise Explanations in Logic Puzzles.

Marco Foschini, Marianne Defresne, Emilio Gamba, Bart Bogaerts, Tias Guns

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Efficient Neuro-Symbolic Learning of Constraints and Objective.

Marianne Defresne, Romain Gambardella, Sophie Barbe, Thomas Schiex

CoRR, August, 2025

Feasibility-Aware Decision-Focused Learning for Predicting Parameters in the Constraints.

Jayanta Mandi, Marianne Defresne, Senne Berden, Tias Guns

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Preference Elicitation for Multi-objective Combinatorial Optimization with Active Learning and Maximum Likelihood Estimation.

Marianne Defresne, Jayanta Mandi, Tias Guns

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Towards Robust Skin Lesion Classification: Lesion Segmentation, Mole Collision Simulation and Hierarchical Learning.

Hang Nguyen, Paul Fricker, Marianne Defresne, Frederik Pahde, Serena Bonin, Jonathan Wolfe, Eros Azzalini, Iris Zalaudek, Skye Tanzmann, Zung Nguyen

Proceedings of the Computational Mathematics Modeling in Cancer Analysis, 2025

2023

Scalable Coupling of Deep Learning with Logical Reasoning.

Marianne Defresne, Sophie Barbe, Thomas Schiex

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023