Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models

Benedek Rozemberczki, Rik Sarkar

In this paper, we propose a flexible notion of characteristic functions defined on graph vertices to describe the distribution of vertex features at multiple scales. We introduce F…