Non-separable Spatio-temporal Graph Kernels via SPDEs

Alexander Nikitin, ST John, Arno Solin +1

Gaussian processes (GPs) provide a principled and direct approach for inference and learning on graphs. However, the lack of justified graph kernels for spatio-temporal modelling h…