Mastering the exploration-exploitation trade-off in Bayesian Optimization

Antonio Candelieri

Gaussian Process based Bayesian Optimization is a well-known sample efficient sequential strategy for globally optimizing black-box, expensive, and multi-extremal functions. The ro…