BoTier: Multi-Objective Bayesian Optimization with Tiered Composite Objectives

Mohammad Haddadnia, Leonie Grashoff, Felix Strieth-Kalthoff

Scientific optimization problems are usually concerned with balancing multiple competing objectives, which come as preferences over both the outcomes of an experiment (e.g. maximiz…