Learning What to Evaluate: Correlation-Aware Decoupling for Multiobjective Bayesian Optimization

Ashwin Renganathan, Peter Bachman

Multiobjective Bayesian optimization (MOBO) with Gaussian process (GP) surrogates is a sample efficient approach to solving multiobjective optimization problems. In MOBO, a Bayesia…