Beating the Winner's Curse via Inference-Aware Policy Optimization

Hamsa Bastani, Osbert Bastani, Bryce McLaughlin

There has been a surge of recent interest in automatically learning policies to target treatment decisions based on rich individual covariates. In addition, practitioners want conf…