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Kelly W. Zhang
Kelly W. Zhang
Other namesKelly Zhang, Kelly Wang Zhang
Verified email at imperial.ac.uk - Homepage
Title
Cited by
Cited by
Year
Adversarially regularized autoencoders
J Zhao, Y Kim, K Zhang, A Rush, Y LeCun
International conference on machine learning, 5902-5911, 2018
3722018
Language modeling teaches you more syntax than translation does: Lessons learned through auxiliary task analysis
KW Zhang, SR Bowman
arXiv preprint arXiv:1809.10040, 2018
1612018
Inference for batched bandits
K Zhang, L Janson, S Murphy
Advances in neural information processing systems 33, 9818-9829, 2020
1082020
Adversarially regularized autoencoders for generating discrete structures
Y Kim, K Zhang, AM Rush, Y LeCun
arXiv preprint arXiv:1706.04223 4, 2.2-6.2, 2017
732017
Statistical inference with m-estimators on adaptively collected data
K Zhang, L Janson, S Murphy
Advances in neural information processing systems 34, 7460-7471, 2021
602021
Designing reinforcement learning algorithms for digital interventions: pre-implementation guidelines
AL Trella, KW Zhang, I Nahum-Shani, V Shetty, F Doshi-Velez, SA Murphy
Algorithms 15 (8), 255, 2022
462022
Reward design for an online reinforcement learning algorithm supporting oral self-care
AL Trella, KW Zhang, I Nahum-Shani, V Shetty, F Doshi-Velez, SA Murphy
Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 15724 …, 2023
242023
Statistical inference after adaptive sampling in non-markovian environments
KW Zhang, L Janson, SA Murphy
arXiv preprint arXiv:2202.07098 1, 2022
172022
Statistical inference after adaptive sampling for longitudinal data
KW Zhang, L Janson, SA Murphy
arXiv preprint arXiv:2202.07098, 2022
112022
Optimizing an adaptive digital oral health intervention for promoting oral self-care behaviors: Micro-randomized trial protocol
I Nahum-Shani, ZM Greer, AL Trella, KW Zhang, SM Carpenter, ...
Contemporary clinical trials 139, 107464, 2024
92024
Did we personalize? assessing personalization by an online reinforcement learning algorithm using resampling
S Ghosh, R Kim, P Chhabria, R Dwivedi, P Klasnja, P Liao, K Zhang, ...
Machine Learning, 1-37, 2024
82024
Statistical inference with m-estimators on bandit data
KW Zhang, L Janson, SA Murphy
arXiv preprint arXiv:2104.14074 2902, 2021
72021
Monitoring Fidelity of Online Reinforcement Learning Algorithms in Clinical Trials
AL Trella, KW Zhang, I Nahum-Shani, V Shetty, I Yan, F Doshi-Velez, ...
arXiv preprint arXiv:2402.17003, 2024
22024
A Bayesian Approach to Learning Bandit Structure in Markov Decision Processes
KW Zhang, O Gottesman, F Doshi-Velez
arXiv preprint arXiv:2208.00250, 2022
22022
A mobile health intervention for emerging adults with regular cannabis use: A micro-randomized pilot trial design protocol
LN Coughlin, M Campbell, T Wheeler, C Rodriguez, AR Florimbio, ...
Contemporary Clinical Trials 145, 107667, 2024
12024
A Deployed Online Reinforcement Learning Algorithm In An Oral Health Clinical Trial
AL Trella, KW Zhang, H Jajal, I Nahum-Shani, V Shetty, F Doshi-Velez, ...
arXiv preprint arXiv:2409.02069, 2024
12024
Replicable Bandits for Digital Health Interventions
KW Zhang, N Closser, AL Trella, SA Murphy
arXiv preprint arXiv:2407.15377, 2024
12024
Oralytics Reinforcement Learning Algorithm
AL Trella, KW Zhang, SM Carpenter, D Elashoff, ZM Greer, ...
arXiv preprint arXiv:2406.13127, 2024
12024
Posterior sampling via autoregressive generation
KW Zhang, TT Cai, H Namkoong, D Russo
arXiv preprint arXiv:2405.19466, 2024
12024
The Fallacy of Minimizing Local Regret in the Sequential Task Setting
Z Xu, KW Zhang, SA Murphy
arXiv preprint arXiv:2403.10946, 2024
12024
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