Publications

Philippe Brouillard, Perouz Taslakian, Alexandre Lacoste, Sébastien Lachapelle, Alexandre Drouin (2022). Typing Assumptions Improve Identification in Causal Discovery. In CLeaR 2022.

Philippe Brouillard, Sébastien Lachapelle, Alexandre Lacoste, Simon Lacoste-Julien, Alexandre Drouin (2020). Differentiable Causal Discovery with Interventional Data. In NeurIPS 2020.

Philippe Brouillard, Sébastien Lachapelle, Alexandre Lacoste, Alexandre Drouin (2020). Gradient-based Neural DAG Learning with Intervention. In Causal Learning for Decision Making workshop, ICLR 2020.

Sébastien Lachapelle, Philippe Brouillard, Tristan Deleu, Simon Lacoste-Julien (2020). Gradient-Based Neural DAG Learning. In ICLR 2020.