Chesneau, Nicolas

3 publications

ICML 2025 Position: Causal Machine Learning Requires Rigorous Synthetic Experiments for Broader Adoption Audrey Poinsot, Panayiotis Panayiotou, Alessandro Leite, Nicolas Chesneau, Özgür Şimşek, Marc Schoenauer

IJCAI 2024 Learning Structural Causal Models Through Deep Generative Models: Methods, Guarantees, and Challenges Audrey Poinsot, Alessandro Ferreira Leite, Nicolas Chesneau, Michèle Sebag, Marc Schoenauer

ECML-PKDD 2023 TIGTEC: Token Importance Guided TExt Counterfactuals Milan Bhan, Jean-Noël Vittaut, Nicolas Chesneau, Marie-Jeanne Lesot