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09/23/2021
Regret Lower Bound and Optimal Algorithm for High-Dimensional Contextual Linear Bandit
In this paper, we consider the multi-armed bandit problem with high-dime...
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02/04/2021
Identifying regions of inhomogeneities in spatial processes via an M-RA and mixture priors
Soils have been heralded as a hidden resource that can be leveraged to m...
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03/28/2020
A Hierarchical Integrative Group LASSO (HiGLASSO) Framework for Analyzing Environmental Mixtures
Environmental health studies are increasingly measuring multiple polluta...
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05/06/2018