Projective Preferential Bayesian Optimization

Petrus Mikkola, Milica Todorović, Jari Järvi +2

Bayesian optimization is an effective method for finding extrema of a black-box function. We propose a new type of Bayesian optimization for learning user preferences in high-dimen…