131 citations · 271 across the 12 of their papers we have counts for
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stat.ME2023★ 5 cited
Constructing a simulation surrogate with partially observed output
Moses Y-H. Chan, Matthew Plumlee, Stefan M. Wild
Gaussian process surrogates are a popular alternative to directly using computationally expensive simulation models. When the simulation output consists of many responses, dimensio…
stat.ME2014★ 4 cited
Modeling an Augmented Lagrangian for Blackbox Constrained Optimization
Robert B. Gramacy, Genetha A. Gray, Sebastien Le Digabel +4
Constrained blackbox optimization is a difficult problem, with most approaches coming from the mathematical programming literature. The statistical literature is sparse, especially…