ACTIVA: Amortized Causal Effect Estimation via Variational Autoencoders.

arXiv:2503.01290v4 Announce Type: replace-cross Abstract: Predicting post-intervention distributions from observational data is central to many scientific and decision-making problems, but remains challenging due to causal ambiguity, restrictive modeling assum