Gaussian Processes on Hypergraphs

Thomas Pinder, Kathryn Turnbull, Christopher Nemeth +1

We derive a Matern Gaussian process (GP) on the vertices of a hypergraph. This enables estimation of regression models of observed or latent values associated with the vertices, in…