Modernizing HEBO: a robust Bayesian optimization baseline for practical heteroskedastic and non-stationary problems

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

Bayesian optimization is increasingly used to guide data-efficient experimentation in chemistry, materials science, and related laboratory settings, but its practical performance d…