Identification of Subgroups With Similar Benefits in Off-Policy Policy Evaluation

Ramtin Keramati, Omer Gottesman, Leo Anthony Celi, Finale Doshi-Velez, Emma Brunskill. Identification of Subgroups With Similar Benefits in Off-Policy Policy Evaluation. In Gerardo Flores, George H. Chen, Tom J. Pollard, Joyce C. Ho, Tristan Naumann, editors, Conference on Health, Inference, and Learning, CHIL 2022, 7-8 April 2022, Virtual Event. Volume 174 of Proceedings of Machine Learning Research, pages 397-410, PMLR, 2022. [doi]

Abstract

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