most citedTargeted Variance Reduction: Robust Bayesian Optimization of Black-Box Simulators with Noise Parameters

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stat.AP2024

Expected Diverse Utility (EDU): Diverse Bayesian Optimization of Expensive Computer Simulators

John Joshua Miller, Simon Mak, Benny Sun +5

The optimization of expensive black-box simulators arises in a myriad of modern scientific and engineering applications. Bayesian optimization provides an appealing solution, by le…