research
∙
12/04/2022
Counterfactual Learning with General Data-generating Policies
Off-policy evaluation (OPE) attempts to predict the performance of count...
share
research
∙
11/09/2021
Optimal Decision Rules Under Partial Identification
I consider a class of statistical decision problems in which the policy ...
research
∙
04/26/2021
Algorithm is Experiment: Machine Learning, Market Design, and Policy Eligibility Rules
Algorithms produce a growing portion of decisions and recommendations bo...
research
∙
02/20/2020
Safe Counterfactual Reinforcement Learning
We develop a method for predicting the performance of reinforcement lear...
research
∙
09/10/2018