Bayesian Optimization of Combinatorial Structures

Ricardo Baptista, Matthias Poloczek

Abstract: The optimization of expensive-to-evaluate black-box functions over combinatorial structures is an ubiquitous task in machine learning, engineering and the natural sciences. The combinatorial explos...