Susan Murphy
Harvard University
H-index: 65
North America-United States
Top articles of Susan Murphy
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Contextual bandits with budgeted information reveal | Kyra Gan Esmaeil Keyvanshokooh Xueqing Liu Susan Murphy | 2024/4/18 | |
reBandit: Random Effects based Online RL algorithm for Reducing Cannabis Use | arXiv preprint arXiv:2402.17739 | Susobhan Ghosh Yongyi Guo Pei-Yao Hung Lara Coughlin Erin Bonar | 2024/2/27 |
Reinforcement Learning Interventions on Boundedly Rational Human Agents in Frictionful Tasks | arXiv preprint arXiv:2401.14923 | Eura Nofshin Siddharth Swaroop Weiwei Pan Susan Murphy Finale Doshi-Velez | 2024/1/26 |
Did we personalize? assessing personalization by an online reinforcement learning algorithm using resampling | Machine Learning | Susobhan Ghosh Raphael Kim Prasidh Chhabria Raaz Dwivedi Predrag Klasnja | 2024/4/10 |
Monitoring Fidelity of Online Reinforcement Learning Algorithms in Clinical Trials | arXiv preprint arXiv:2402.17003 | Anna L Trella Kelly W Zhang Inbal Nahum-Shani Vivek Shetty Iris Yan | 2024/2/26 |
Effect-Invariant Mechanisms for Policy Generalization | Journal of Machine Learning Research | Sorawit Saengkyongam Niklas Pfister Predrag Klasnja Susan Murphy Jonas Peters | 2024 |
Optimizing an adaptive digital oral health intervention for promoting oral self-care behaviors: Micro-randomized trial protocol | Contemporary Clinical Trials | Inbal Nahum-Shani Zara M Greer Anna L Trella Kelly W Zhang Stephanie M Carpenter | 2024/2/1 |
Intervention Optimization: A Paradigm Shift and Its Potential Implications for Clinical Psychology | Linda M Collins Inbal Nahum-Shani Kate Guastaferro Jillian C Strayhorn David J Vanness | 2024/2/5 | |
The Fallacy of Minimizing Local Regret in the Sequential Task Setting | arXiv preprint arXiv:2403.10946 | Ziping Xu Kelly W Zhang Susan A Murphy | 2024/3/16 |
Non-Stationary Latent Auto-Regressive Bandits | arXiv preprint arXiv:2402.03110 | Anna L Trella Walter Dempsey Finale Doshi-Velez Susan A Murphy | 2024/2/5 |
Online learning in bandits with predicted context | Yongyi Guo Ziping Xu Susan Murphy | 2024/4/18 | |
Towards Optimizing Human-Centric Objectives in AI-Assisted Decision-Making With Offline Reinforcement Learning | arXiv preprint arXiv:2403.05911 | Zana Buçinca Siddharth Swaroop Amanda E Paluch Susan A Murphy Krzysztof Z Gajos | 2024/3/9 |
Online Uniform Risk Times Sampling: First Approximation Algorithms, Learning Augmentation with Full Confidence Interval Integration | arXiv preprint arXiv:2402.01995 | Xueqing Liu Kyra Gan Esmaeil Keyvanshokooh Susan Murphy | 2024/2/3 |
The engagement problem: A review of engagement with digital mental health interventions and recommendations for a path forward | Jessica M Lipschitz Chelsea K Pike Timothy P Hogan Susan A Murphy Katherine E Burdick | 2023/9 | |
Reward design for an online reinforcement learning algorithm supporting oral self-care | Proceedings of the AAAI Conference on Artificial Intelligence | Anna L Trella Kelly W Zhang Inbal Nahum-Shani Vivek Shetty Finale Doshi-Velez | 2023/6/26 |
Sample size considerations for micro‐randomized trials with binary proximal outcomes | Statistics in medicine | Eric R Cohn Tianchen Qian Susan A Murphy | 2023/7/20 |
Online model selection by learning how compositional kernels evolve | Transactions on Machine Learning Research | Eura Shin Predrag Klasnja Susan Murphy Finale Doshi-Velez | 2023/6/12 |
Estimating causal effects with optimization-based methods: A review and empirical comparison | Martin Cousineau Vedat Verter Susan A Murphy Joelle Pineau | 2023/1/16 | |
Personalised context-aware digital health interventions: crossing boundaries between data science, geoscience and health psychology | European Health Psychologist | Monique Simons Arend Ligtenberg Felix Naughton Susan Murphy Laura Maria König | 2023/7/4 |
Developing Message Strategies to Engage Racial and Ethnic Minority Groups in Digital Oral Self-Care Interventions: Participatory Co-Design Approach | JMIR Formative Research | Stephanie M Carpenter Zara M Greer Rebecca Newman Susan A Murphy Vivek Shetty | 2023/12/11 |
