Sina Zadeh

Probability of Matching for Batch Multi-Objective Bayesian Optimization

In batch multi-objective Bayesian optimization (MOBO), it is often desirable to identify the whole Pareto optimal set, especially when considering the complicated interplay between different design criteria and constraints. This poses unique challenges in acquiring batches of both high quality and d…