Active Preference Learning over Latent Preference Archetypes for Many-Objective Bayesian Optimization

Manisha Dubey, Sebastiaan De Peuter, Wanrong Wang +1

Preference-based many-objective Bayesian optimization typically assumes that all pairwise comparisons arise from a single latent utility function, despite real decision makers ofte…