Flow-based Generative Modeling of Potential Outcomes and Counterfactuals

Dongze Wu, David I. Inouye, Yao Xie

Predicting potential and counterfactual outcomes from observational data is central to individualized decision-making, particularly in clinical settings where treatment choices mus…