A Bayesian model for sparse graphs with flexible degree distribution and overlapping community structure.

Juho Lee, Lancelot F. James, Seungjin Choi, Francois Caron

Abstract: We consider a non-projective class of inhomogeneous random graph models with interpretable parameters and a number of interesting asymptotic properties. Using the results of Bollobás et al. (2007),...