Efficient Contextual Preferential Bayesian Optimization with Historical Examples

Farha A. Khan, Tanmay Chakraborty, Jörg P. Dietrich +1

State-of-the-art multi-objective optimization often assumes a known utility function, learns it interactively, or computes the full Pareto front-each requiring costly expert input.…