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CC = Walter E. Washington Convention Center M = Marriott Marquis Washington, DC
* = applied session ! = JSM meeting theme
Activity Details
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535 !
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Thu, 8/11/2022,
10:30 AM -
12:20 PM
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CC-144B
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Learning Individualized Treatment Rules in Complex Settings — Invited Papers
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Health Policy Statistics Section, Social Statistics Section, Government Statistics Section
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Organizer(s): Eli Ben-Michael, Harvard University
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Chair(s): Kosuke Imai, Harvard University
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10:35 AM
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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
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10:55 AM
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On Identification of Optimal Dynamic Treatment Regimes: A Proximal Causal Inference Approach
Eric J Tchetgen Tchetgen, University of Pennsylvania
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11:15 AM
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Confounding-Robust Policy Evaluation in Infinite-Horizon Reinforcement Learning
Angela Zhou, UC Berkeley; Nathan Kallus, Cornell University
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11:35 AM
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Off-Policy Evaluation in Partially Observed Markov Decision Processes
Stefan Wager, Stanford University; Yuchen Hu, Stanford
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11:55 AM
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Discussant: Qingyuan Zhao, University of Cambridge
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12:15 PM
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Floor Discussion
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Video Available to all JSM Registered Attendees. Please login to view.
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