Adapting Nonstationary Multi-output Gaussian Processes to Bayesian Optimization

Zikai Xie

Multi-objective Bayesian optimization (MOBO) commonly relies on independent Gaussian processes (GPs) with stationary kernels, limiting its ability to represent nonstationary struct…