Bayesian Kernelized Tensor Factorization as Surrogate for Bayesian Optimization

Mengying Lei, Lijun Sun

Bayesian optimization (BO) primarily uses Gaussian processes (GP) as the key surrogate model, mostly with a simple stationary and separable kernel function such as the squared-expo…