Sparse Spectrum Gaussian Process for Bayesian Optimization

Ang Yang, Cheng Li, Santu Rana +2

We propose a novel sparse spectrum approximation of Gaussian process (GP) tailored for Bayesian optimization. Whilst the current sparse spectrum methods provide desired approximati…