Causal Mosaic: Cause-Effect Inference via Nonlinear ICA and Ensemble Method. - Pengzhou Wu; Kenji Fukumizu (AISTATS, 2020)

Identifying Treatment Effects under Unobserved Confounding by Causal Representation Learning. - Pengzhou Wu; Kenji Fukumizu (CoRR, 2021)

Towards Principled Causal Effect Estimation by Deep Identifiable Models. - Pengzhou Wu; Kenji Fukumizu (CoRR, 2021)

β-Intact-VAE: Identifying and Estimating Causal Effects under Limited Overlap. - Pengzhou Wu; Kenji Fukumizu (CoRR, 2021)