tidyHEBO: Improving the Robustness of Heteroskedastic Evolutionary Bayesian Optimization

L. A. Zhukov, E. V. Shaburova, D. V. Antonets

Bayesian optimization is widely used for expensive black-box optimization problems. While methodological advances often focus on individual components, practical performance depend…