Susan Murphy

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 6

Top Topics

Experimental Design

Online Learning

Class Imbalance

Nearest Neighbor

Top Venues

Publications

Kyra Gan, Esmaeil Keyvanshokooh, Xueqing Liu, Susan Murphy
Contextual Bandits with Budgeted Information Reveal. CoRR (2023)
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)
Yongyi Guo, Susan Murphy
Online learning in bandits with predicted context. CoRR (2023)
Sorawit Saengkyongam, Niklas Pfister, Predrag V. Klasnja, Susan Murphy, Jonas Peters
Effect-Invariant Mechanisms for Policy Generalization. CoRR (2023)
Raaz Dwivedi, Susan Murphy, Devavrat Shah
Counterfactual inference for sequential experimental design. CoRR (2022)
Raaz Dwivedi, Katherine Tian, Sabina Tomkins, Predrag V. Klasnja, Susan Murphy, Devavrat Shah
Doubly robust nearest neighbors in factor models. CoRR (2022)