Bayesian Optimization, Machine Learning, AI, Hyperparameter Tuning.
unobserved areas. So, SM is our effort to approximate the unknown black-box function f(x). Acquisition function The acquisition function “looks” at the SM and determines what areas in the domain of f(x) are worth exploiting and what areas are worth exploring. Accordingly, in areas where f(x) is