ACTIVA: Amortized Causal Effect Estimation via Variational Autoencoders

Andreas Sauter, Saber Salehkaleybar, Frank van Harmelen +2

Predicting post-intervention distributions from observational data is central to many scientific and decision-making problems, but remains challenging due to causal ambiguity, rest…