Kelly W. Zhang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Language Modeling

Statistical Inference

Reinforcement Learning

Markov Decision Processes

Top Venues

BlackboxNLP@EMNLP

Publications

Anna L. Trella, Kelly W. Zhang, Stephanie M. Carpenter, David Elashoff, Zara M. Greer, Inbal Nahum-Shani, Dennis Ruenger, Vivek Shetty, Susan A. Murphy
Oralytics Reinforcement Learning Algorithm. CoRR (2024)
Anna L. Trella, Kelly W. Zhang, Inbal Nahum-Shani, Vivek Shetty, Iris Yan, Finale Doshi-Velez, Susan A. Murphy
Monitoring Fidelity of Online Reinforcement Learning Algorithms in Clinical Trials. CoRR (2024)
Susobhan Ghosh, Raphael Kim, Prasidh Chhabria, Raaz Dwivedi, Predrag Klasnja, Peng Liao, Kelly W. Zhang, Susan A. Murphy
Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling. Mach. Learn. 113 (7) (2024)
Kelly W. Zhang, Tiffany Tianhui Cai, Hongseok Namkoong, Daniel Russo
Posterior Sampling via Autoregressive Generation. CoRR (2024)
Ziping Xu, Kelly W. Zhang, Susan A. Murphy
The Fallacy of Minimizing Local Regret in the Sequential Task Setting. CoRR (2024)
Susobhan Ghosh, Raphael Kim, Prasidh Chhabria, Raaz Dwivedi, Predrag Klasjna, Peng Liao, Kelly W. Zhang, Susan Murphy
Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling. CoRR (2023)
Anna L. Trella, Kelly W. Zhang, Inbal Nahum-Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy
Reward Design for an Online Reinforcement Learning Algorithm Supporting Oral Self-Care. AAAI (2023)
Kelly W. Zhang, Omer Gottesman, Finale Doshi-Velez
A Bayesian Approach to Learning Bandit Structure in Markov Decision Processes. CoRR (2022)
Anna L. Trella, Kelly W. Zhang, Inbal Nahum-Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy
Reward Design For An Online Reinforcement Learning Algorithm Supporting Oral Self-Care. CoRR (2022)
Anna L. Trella, Kelly W. Zhang, Inbal Nahum-Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy
Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-implementation Guidelines. CoRR (2022)
Kelly W. Zhang, Lucas Janson, Susan A. Murphy
Statistical Inference After Adaptive Sampling in Non-Markovian Environments. CoRR (2022)
Anna L. Trella, Kelly W. Zhang, Inbal Nahum-Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy
Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-Implementation Guidelines. Algorithms 15 (8) (2022)
Kelly W. Zhang, Lucas Janson, Susan A. Murphy
Statistical Inference with M-Estimators on Adaptively Collected Data. NeurIPS (2021)
Kelly W. Zhang, Lucas Janson, Susan A. Murphy
Statistical Inference with M-Estimators on Bandit Data. CoRR (2021)
Kelly W. Zhang, Lucas Janson, Susan A. Murphy
Inference for Batched Bandits. CoRR (2020)
Kelly W. Zhang, Lucas Janson, Susan A. Murphy
Inference for Batched Bandits. NeurIPS (2020)
Kelly W. Zhang, Samuel R. Bowman
Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned Through Auxiliary Task Analysis. CoRR (2018)
Kelly W. Zhang, Samuel R. Bowman
Language Modeling Teaches You More than Translation Does: Lessons Learned Through Auxiliary Syntactic Task Analysis. BlackboxNLP@EMNLP (2018)