Poinsot, Audrey

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

ICLRW 2023 A Guide for Practical Use of ADMG Causal Data Augmentation Audrey Poinsot, Alessandro Leite