PrivATE: Differentially Private Average Treatment Effect Estimation for Observational Data

Quan Yuan, Xiaochen Li, Linkang Du +6

Causal inference plays a crucial role in scientific research across multiple disciplines. Estimating causal effects, particularly the average treatment effect (ATE), from observati…