High-dimensional Multi-objective Bayesian Optimization with Learned Variable Interactions

Hongyan Wang, Jiayu Huang, Haotian Zheng +6

Multi-objective Bayesian optimization (MOBO) is effective in identifying the Pareto fronts for expensive black-box problems. However, most current MOBO approaches are limited to lo…