Causal Dynamic Variational Autoencoder for Counterfactual Regression in Longitudinal Data. - Mouad El Bouchattaoui; Myriam Tami; Benoit Lepetit; Paul-Henry Cournède (CoRR, 2023)

Causal Contrastive Learning for Counterfactual Regression Over Time. - Mouad El Bouchattaoui; Myriam Tami; Benoit Lepetit; Paul-Henry Cournède (NeurIPS, 2024)