Self-Adjusting Weighted Expected Improvement for Bayesian Optimization

Carolin Benjamins, Elena Raponi, Anja Jankovic +2

Bayesian Optimization (BO) is a class of surrogate-based, sample-efficient algorithms for optimizing black-box problems with small evaluation budgets. The BO pipeline itself is hig…