Sequential- and Parallel- Constrained Max-value Entropy Search via Information Lower Bound

Shion Takeno, Tomoyuki Tamura, Kazuki Shitara +1

Max-value entropy search (MES) is one of the state-of-the-art approaches in Bayesian optimization (BO). In this paper, we propose a novel variant of MES for constrained problems, c…