Multi-objective Bayesian Optimization using Pareto-frontier Entropy

Shinya Suzuki, Shion Takeno, Tomoyuki Tamura +2

This paper studies an entropy-based multi-objective Bayesian optimization (MBO). The entropy search is successful approach to Bayesian optimization. However, for MBO, existing entr…