An empirical Bayes Approach to stochastic blockmodels and graphons: shrinkage estimation and model selection

Zhanhao Peng, Qing Zhou

The graphon (W-graph), including the stochastic block model as a special case, has been widely used in modeling and analyzing network data. This random graph model is well-characte…