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Kelly W. Zhang

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The Fallacy of Minimizing Local Regret in the Sequential Task Setting

Mar 16, 2024
Ziping Xu, Kelly W. Zhang, Susan A. Murphy

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Monitoring Fidelity of Online Reinforcement Learning Algorithms in Clinical Trials

Feb 26, 2024
Anna L. Trella, Kelly W. Zhang, Inbal Nahum-Shani, Vivek Shetty, Iris Yan, Finale Doshi-Velez, Susan A. Murphy

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Reward Design For An Online Reinforcement Learning Algorithm Supporting Oral Self-Care

Aug 15, 2022
Anna L. Trella, Kelly W. Zhang, Inbal Nahum-Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy

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A Bayesian Approach to Learning Bandit Structure in Markov Decision Processes

Jul 30, 2022
Kelly W. Zhang, Omer Gottesman, Finale Doshi-Velez

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Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-implementation Guidelines

Jun 08, 2022
Anna L. Trella, Kelly W. Zhang, Inbal Nahum-Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy

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Statistical Inference with M-Estimators on Adaptively Collected Data

May 28, 2021
Kelly W. Zhang, Lucas Janson, Susan A. Murphy

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Statistical Inference with M-Estimators on Bandit Data

Apr 29, 2021
Kelly W. Zhang, Lucas Janson, Susan A. Murphy

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Inference for Batched Bandits

Feb 08, 2020
Kelly W. Zhang, Lucas Janson, Susan A. Murphy

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Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned Through Auxiliary Task Analysis

Sep 26, 2018
Kelly W. Zhang, Samuel R. Bowman

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