Information-Theoretic Multi-Objective Bayesian Optimization with Continuous Approximations

Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa

Many real-world applications involve black-box optimization of multiple objectives using continuous function approximations that trade-off accuracy and resource cost of evaluation.…