There is no single best resource for GPR theory -- it all depends on a person's background and extent of understanding of topics including kernel functions, covariance matrices, multivariate Gaussian ...

The scikit KernelRidge module supports nine built-in kernel functions. Based on my experience, the two most commonly used are the radial basis function and the polynomial function. Each kernel ...

Researchers explored the decision-making process of Gaussian process (GP) models, focusing on loss landscapes and ...