BOCoDe: Engineering-Centered Benchmarking for Bayesian Optimization

Rosen Ting-Ying Yu, Christophe Hatterer, Advaith Narayanan +2

Bayesian optimization (BO) is a sample-efficient, surrogate-based approach to black-box optimization (BBO), but its evaluation remains dominated by synthetic functions and hyperpar…