Laber, Eric B.

5 publications

JMLR 2021 Estimation and Optimization of Composite Outcomes Daniel J. Luckett, Eric B. Laber, Siyeon Kim, Michael R. Kosorok

JMLR 2019 Efficient Augmentation and Relaxation Learning for Individualized Treatment Rules Using Observational Data Ying-Qi Zhao, Eric B. Laber, Yang Ning, Sumona Saha, Bruce E. Sands

JMLR 2016 Multi-Objective Markov Decision Processes for Data-Driven Decision Support Daniel J. Lizotte, Eric B. Laber

MLJ 2011 Informing Sequential Clinical Decision-Making Through Reinforcement Learning: An Empirical Study Susan M. Shortreed, Eric B. Laber, Daniel J. Lizotte, T. Scott Stroup, Joelle Pineau, Susan A. Murphy

UAI 2008 Small Sample Inference for Generalization Error in Classification Using the CUD Bound Eric B. Laber, Susan A. Murphy