Fast Bayesian Optimization of Function Networks with Partial Evaluations

Poompol Buathong, Peter I. Frazier

Bayesian optimization of function networks (BOFN) is a framework for optimizing expensive-to-evaluate objective functions structured as networks, where some nodes' outputs serve as…