Sokbae Lee

Selected Publications

Policy learning with confidence

This paper introduces a framework for selecting policies that maximize expected welfare under estimation uncertainty. The […]

Victor Chernozhukov, Sokbae Lee, Adam Rosen, Liyang Sun
11 July 2025 | CWP15/25
Inference in a class of optimization problems: confidence regions and finite sample bounds on errors in coverage probabilities

This paper describes a method for carrying out inference on partially identified parameters that are solutions […]

Joel L. Horowitz, Sokbae Lee
29 September 2020 | CWP48/20

Previous version

Non-asymptotic inference in a class of optimization problems
Joel L. Horowitz, Sokbae (Simon) Lee
17 May 2019 | CWP23/19