Adaptive KappaSharp: Condition-Number Shaping for Preferential Bayesian Optimization

Ketong Shao, Jialu Wang, Xuekai Pei +1

Preferential Bayesian optimization (PBO) optimizes objectives accessible only through pairwise user comparisons. The standard approach fits a Gaussian process surrogate for observe…