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CC = Walter E. Washington Convention Center   M = Marriott Marquis Washington, DC
* = applied session       ! = JSM meeting theme

Activity Details

535 ! Thu, 8/11/2022, 10:30 AM - 12:20 PM CC-144B
Learning Individualized Treatment Rules in Complex Settings — Invited Papers
Health Policy Statistics Section, Social Statistics Section, Government Statistics Section
Organizer(s): Eli Ben-Michael, Harvard University
Chair(s): Kosuke Imai, Harvard University
10:35 AM Safe Policy Learning Through Extrapolation: Application to Pre-Trial Risk Assessment
Eli Ben-Michael, Harvard University; Jim Greiner, Harvard University; Kosuke Imai, Harvard University; Zhichao Jiang, University of Massachusetts Amherst
10:55 AM On Identification of Optimal Dynamic Treatment Regimes: A Proximal Causal Inference Approach
Eric J Tchetgen Tchetgen, University of Pennsylvania
11:15 AM Confounding-Robust Policy Evaluation in Infinite-Horizon Reinforcement Learning
Angela Zhou, UC Berkeley; Nathan Kallus, Cornell University
11:35 AM Off-Policy Evaluation in Partially Observed Markov Decision Processes
Stefan Wager, Stanford University; Yuchen Hu, Stanford
11:55 AM Discussant: Qingyuan Zhao, University of Cambridge
12:15 PM Floor Discussion
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