Mixture-Model Preference Learning for Many-Objective Bayesian Optimization

Manisha Dubey, Sebastiaan De Peuter, Wanrong Wang +1

Preference-based many-objective optimization faces two obstacles: an expanding space of trade-offs and heterogeneous, context-dependent human value structures. Towards this, we pro…