Gaussian Process Models with Low-Rank Correlation Matrices for Both Continuous and Categorical Inputs

Dominik Kirchhoff, Sonja Kuhnt

We introduce a method that uses low-rank approximations of cross-correlation matrices in mixed continuous and categorical Gaussian Process models. This new method -- called Low-Ran…