2022
Robust Multi-Objective Bayesian Optimization Under Input Noise
ICML 2022spotlight
Bayesian optimization (BO) is a sample-efficient approach for tuning design parameters to optimize expensive-to-evaluate, black-box performance metrics. In many manufacturing processes, the design parameters are subject to random input noise, resulting in a product that is often less performant than…