Gaussian Processes on Graphs via Spectral Kernel Learning

Yin-Cong Zhi, Yin Cheng Ng, Xiaowen Dong

We propose a graph spectrum-based Gaussian process for prediction of signals defined on nodes of the graph. The model is designed to capture various graph signal structures through…