CSPI-MT: Calibrated Safe Policy Improvement with Multiple Testing for Threshold Policies

Brian M Cho, Ana-Roxana Pop, Kyra Gan +4

When modifying existing policies in high-risk settings, it is often necessary to ensure with high certainty that the newly proposed policy improves upon a baseline, such as the sta…