1 code implementation • 27 Jun 2022 • Andrei Paleyes, Henry B. Moss, Victor Picheny, Piotr Zulawski, Felix Newman
We present HIghly Parallelisable Pareto Optimisation (HIPPO) -- a batch acquisition function that enables multi-objective Bayesian optimisation methods to efficiently exploit parallel processing resources.