113 citations · 181 across the 8 of their papers we have counts for
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stat.ML2017★ 47 cited
Ranking and Selection with Covariates for Personalized Decision Making
Haihui Shen, L. Jeff Hong, Xiaowei Zhang
We consider a problem of ranking and selection via simulation in the context of personalized decision making, where the best alternative is not universal but varies as a function o…
math.OC2017
Learning-based Robust Optimization: Procedures and Statistical Guarantees
L. Jeff Hong, Zhiyuan Huang, Henry Lam
Robust optimization (RO) is a common approach to tractably obtain safeguarding solutions for optimization problems with uncertain constraints. In this paper, we study a statistical…