Bayesian Optimization with Missing Inputs

Phuc Luong, Dang Nguyen, Sunil Gupta +2

Bayesian optimization (BO) is an efficient method for optimizing expensive black-box functions. In real-world applications, BO often faces a major problem of missing values in inpu…