OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Kelly W. Zhang
Assistant Professor, Imperial College London
Joined
December 2016
Names
Kelly W. Zhang
(Preferred)
,Â
Kelly Zhang
,Â
Kelly Wang Zhang
Emails
****@nyu.edu
(Confirmed)
,Â
****@seas.harvard.edu
(Confirmed)
,Â
****@columbia.edu
(Confirmed)
,Â
****@columbia.edu
(Confirmed)
,Â
****@imperial.ac.uk
(Confirmed)
Personal Links
Homepage
DBLP
Career & Education History
Assistant Professor
Imperial College London
(imperial.ac.uk)
2024
–
Present
Postdoc
Columbia University
(columbia.edu)
2023
–
2024
PhD student
School of Engineering and Applied Sciences, Harvard University
(seas.harvard.edu)
2018
–
2023
Intern
Apple
(apple.com)
2022
–
2022
Undergrad student
New York University
(nyu.edu)
2016
–
2018
Advisors, Relations & Conflicts
Postdoc Advisor
Daniel Russo
2023
–
2024
Postdoc Advisor
Hongseok Namkoong
2023
–
2024
PhD Advisor
Susan A. Murphy
2019
–
2023
PhD Advisor
Lucas Janson
2019
–
2023
Advisor
Alexander M. Rush
2018
–
2019
Advisor
Yann LeCun
2017
–
2018
Advisor
Sam Bowman
2016
–
2018
Expertise
No areas of expertise listed
Publications
Contextual Thompson Sampling via Generation of Missing Data
Kelly W. Zhang
,
Tiffany Cai
,
Hongseok Namkoong
,
Daniel Russo
NeurIPS 2025 poster
Readers:
Everyone
Contextual Thompson Sampling via Generation of Missing Data
Kelly W. Zhang
,
Tiffany Tianhui Cai
,
Hongseok Namkoong
,
Daniel Russo
CoRR 2025
Readers:
Everyone
Impatient Bandits: Optimizing for the Long-Term Without Delay
Kelly W. Zhang
,
Thomas Baldwin-McDonald
,
Kamil Ciosek
,
Lucas Maystre
,
Daniel Russo
CoRR 2025
Readers:
Everyone
A Deployed Online Reinforcement Learning Algorithm in an Oral Health Clinical Trial
Anna L. Trella
,
Kelly W. Zhang
,
Hinal Jajal
,
Inbal Nahum-Shani
,
Vivek Shetty
,
Finale Doshi-Velez
,
Susan A. Murphy
AAAI 2025
Readers:
Everyone
Informed Exploration via Generative Modeling
Kelly W. Zhang
,
Tiffany Cai
,
Hongseok Namkoong
,
Daniel Russo
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Posterior Sampling via Autoregressive Generation
Kelly W. Zhang
,
Tiffany Cai
,
Hongseok Namkoong
,
Daniel Russo
NeurIPS BDU Workshop 2024 Poster
Readers:
Everyone
Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling
Susobhan Ghosh
,
Raphael Kim
,
Prasidh Chhabria
,
Raaz Dwivedi
,
Predrag Klasnja
,
Peng Liao
,
Kelly W. Zhang
,
Susan A. Murphy
Mach. Learn. 2024
Readers:
Everyone
Effective Monitoring of Online Decision-Making Algorithms in Digital Intervention Implementation
Anna L. Trella
,
Susobhan Ghosh
,
Erin E. Bonar
,
Lara N. Coughlin
,
Finale Doshi-Velez
,
Yongyi Guo
,
Pei-Yao Hung
,
Inbal Nahum-Shani
,
Vivek Shetty
,
Maureen A. Walton
,
Iris Yan
,
Kelly W. Zhang
,
Susan A. Murphy
CoRR 2024
Readers:
Everyone
Posterior Sampling via Autoregressive Generation
Kelly W. Zhang
,
Tiffany Tianhui Cai
,
Hongseok Namkoong
,
Daniel Russo
CoRR 2024
Readers:
Everyone
The Fallacy of Minimizing Local Regret in the Sequential Task Setting
Ziping Xu
,
Kelly W. Zhang
,
Susan A. Murphy
CoRR 2024
Readers:
Everyone
View all 27 publications
Co-Authors
Alexander M. Rush
Anna L. Trella
Daniel Russo
David Elashoff
Dennis Ruenger
Erin E. Bonar
Finale Doshi-Velez
Hinal Jajal
Hongseok Namkoong
Inbal Nahum-Shani
Iris Yan
Junbo Jake Zhao
Kamil Ciosek
Lara N. Coughlin
Lucas Janson
Lucas Maystre
Maureen A. Walton
Omer Gottesman
Pei-Yao Hung
Peng Liao
Prasidh Chhabria
Predrag Klasnja
Predrag V. Klasnja
Raaz Dwivedi
Raphael Kim
View all 39 co-authors