Distributed Thompson sampling under constrained communication

Saba Zerefa, Zhaolin Ren, Haitong Ma +1

In Bayesian optimization, a black-box function is maximized via the use of a surrogate model. We apply distributed Thompson sampling, using a Gaussian process as a surrogate model,…