Marianne Defresne

机构：Centre National de la Recherche Scientifique, Université Fédérale de Toulouse Midi-Pyrénées, Laboratoire d'Analyse et d'Architecture des Systèmes, Institut National des Sciences Appliquées de Toulouse, Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement, Toulouse School of Economics · ORCID：0000-0001-7043-9260

发表论文 28 篇 · 总被引 73 次 · h-index 3

代表论文

• Scalable Coupling of Deep Learning with Logical Reasoning (2023 · 被引 12)
• Designing symmetrical multi-component proteins using a hybrid generative AI approach (2024 · bioRxiv (Cold Spring Harbor Laboratory) · 被引 6)
• Scaling Neuro-symbolic Problem Solving: Solver-Free Learning of Constraints and Objectives (2026 · Journal of Artificial Intelligence Research · 被引 3)
• Preference Elicitation for Multi-objective Combinatorial Optimization with Active Learning and Maximum Likelihood Estimation (2025 · 被引 3)
• A Generative Neuro-Symbolic AI for Protein Sequence Design (2026 · bioRxiv (Cold Spring Harbor Laboratory) · 被引 1)
• Preference Elicitation for Step-Wise Explanations in Logic Puzzles (2026 · Proceedings of the AAAI Conference on Artificial Intelligence · 被引 1)