Department of Statistical Science, The Graduate University for Advanced Studies & The Institute of Statistical Mathematics, Tachikawa, Tokyo
Pengzhou Wu, Kenji Fukumizu
VAE;variational autoencoder;balanced representation Learning;treatment effects;causal inference;identifiability;identification;CATE;ATE;weak overlap;limited overlap;Prognostic Model;Prognostic score
$\beta$-Intact-VAE: Identifying and Estimating Causal Effects under Limited Overlap