Stochastic blockmodel approximation of a graphon: Theory and consistent estimation

Edoardo M Airoldi, Thiago B Costa, Stanley H Chan

Non-parametric approaches for analyzing network data based on exchangeable graph models (ExGM) have recently gained interest. The key object that defines an ExGM is often referred…