Collaborative Bayesian Optimization via Wasserstein Barycenters

Donglin Zhan, Haoting Zhang, Rhonda Righter +2

Motivated by the growing need for black-box optimization and data privacy, we introduce a collaborative Bayesian optimization (BO) framework that addresses both of these challenges…