High-Dimensional Bayesian Optimization Using Both Random and Supervised Embeddings

Rémy Priem, Youssef Diouane, Nathalie Bartoli +2

Bayesian optimization (BO) is one of the most powerful strategies to solve computationally expensive-to-evaluate blackbox optimization problems. However, BO methods are conventiona…