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05/30/2023
Non-stationary Gaussian Process Surrogates
We provide a survey of non-stationary surrogate models which utilize Gau...
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04/06/2022
Vecchia-approximated Deep Gaussian Processes for Computer Experiments
Deep Gaussian processes (DGPs) upgrade ordinary GPs through functional c...
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12/14/2021
Triangulation candidates for Bayesian optimization
Bayesian optimization is a form of sequential design: idealize input-out...
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12/15/2020