PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units

Masahiro Kato, Fumiaki Kozai, Ryo Inokuchi

The estimation of average treatment effects (ATEs), defined as the difference in expected outcomes between treatment and control groups, is a central topic in causal inference. Thi…