511 citations · 3.1k across the 65 of their papers we have counts for
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cs.LG2021★ 6 cited
MUSBO: Model-based Uncertainty Regularized and Sample Efficient Batch Optimization for Deployment Constrained Reinforcement Learning
DiJia Su, Jason D. Lee, John M. Mulvey +1
In many contemporary applications such as healthcare, finance, robotics, and recommendation systems, continuous deployment of new policies for data collection and online learning i…
cs.LG2021★ 8 cited
A Theory of Label Propagation for Subpopulation Shift
Tianle Cai, Ruiqi Gao, Jason D. Lee +1
One of the central problems in machine learning is domain adaptation. Unlike past theoretical work, we consider a new model for subpopulation shift in the input or representation s…