2023
Fair and Robust Estimation of Heterogeneous Treatment Effects for Policy Learning
ICML 2023poster
We propose a simple and general framework for nonparametric estimation of heterogeneous treatment effects under fairness constraints. Under standard regularity conditions, we show that the resulting estimators possess the double robustness property. We use this framework to characterize the trade-of…