Spectral Mixture Kernels for Multi-Output Gaussian Processes

Gabriel Parra, Felipe Tobar

Early approaches to multiple-output Gaussian processes (MOGPs) relied on linear combinations of independent, latent, single-output Gaussian processes (GPs). This resulted in cross-…