Principled Preferential Bayesian Optimization

Wenjie Xu, Wenbin Wang, Yuning Jiang +2

We study the problem of preferential Bayesian optimization (BO), where we aim to optimize a black-box function with only preference feedback over a pair of candidate solutions. Ins…