457 citations · 696 across the 72 of their papers we have counts for
Showing 2020 · stat.MEShow all
3 papers · 2 filters
stat.ME2020★ 1 cited
Context-dependent Ranking and Selection under a Bayesian Framework
Haidong Li, Henry Lam, Zhe Liang +1
We consider a context-dependent ranking and selection problem. The best design is not universal but depends on the contexts. Under a Bayesian framework, we develop a dynamic sampli…
stat.ME2020★ 27 cited
Efficient Learning for Clustering and Optimizing Context-Dependent Designs
Haidong Li, Henry Lam, Yijie Peng
We consider a simulation optimization problem for a context-dependent decision-making. A Gaussian mixture model is proposed to capture the performance clustering phenomena of conte…
stat.ME2020★ 1 cited
A Distributionally Robust Optimization Approach to the NASA Langley Uncertainty Quantification Challenge
Yuanlu Bai, Zhiyuan Huang, Henry Lam
We study a methodology to tackle the NASA Langley Uncertainty Quantification Challenge problem, based on an integration of robust optimization, more specifically a recent line of r…