Bayesian Optimization for Mixed-Variable Problems in the Natural Sciences

Yuhao Zhang, Ti John, Matthias Stosiek +1

Optimizing expensive black-box objectives over mixed search spaces is a common challenge across the natural sciences. Bayesian optimization (BO) offers sample-efficient strategies…