Standard Gaussian Process is All You Need for High-Dimensional Bayesian Optimization

1 code implementation • 5 Feb 2024 • Zhitong Xu, Shandian Zhe

There has been a long-standing and widespread belief that Bayesian Optimization (BO) with standard Gaussian process (GP), referred to as standard BO, is ineffective in high-dimensional optimization problems.

Bayesian Optimization