Symmetry-Aware Bayesian Optimization via Max Kernels

Anthony Bardou, Antoine Gonon, Aryan Ahadinia +1

Bayesian Optimization (BO) is a powerful framework for optimizing noisy, expensive-to-evaluate black-box functions. When the objective exhibits invariances under a group action, ex…