Bayesian Optimization with Binary Auxiliary Information

Yehong Zhang, Zhongxiang Dai, Bryan Kian Hsiang Low

Abstract: This paper presents novel mixed-type Bayesian optimization (BO) algorithms to accelerate the optimization of a target objective function by exploiting correlated auxiliary information of binary typ...