Automatic, Debiased, and Invariant Counterfactual Generation under General Interventions

Raphael C Kim, Jingsen Zhu, Ramin Zabih +1

Generative models for counterfactual outcomes have great potential to support decision-making under complex interventions, but existing approaches are limited by unstable estimatio…