Isotropic Gaussian Processes on Finite Spaces of Graphs

Viacheslav Borovitskiy, Mohammad Reza Karimi, Vignesh Ram Somnath +1

We propose a principled way to define Gaussian process priors on various sets of unweighted graphs: directed or undirected, with or without loops. We endow each of these sets with…