ChangYong Oh

Mixed Variable Bayesian Optimization with Frequency Modulated Kernels

2021 · arXiv (Cornell University)

The sample efficiency of Bayesian optimization(BO) is often boosted by Gaussian Process(GP) surrogate models. However, on mixed variable spaces, surrogate models other than GPs are prevalent, mainly due to the lack of kernels which can …