no code implementations • 4 Jan 2021 • Akira Horiguchi, Thomas J. Santner, Ying Sun, Matthew T. Pratola
This article proposes Pareto Front (PF) and Pareto Set (PS) estimation methods using Bayesian Additive Regression Trees (BART), which is a non-parametric model whose assumptions are typically less restrictive than popular alternatives, such as Gaussian Processes (GPs).