Consistency of maximum-likelihood and variational estimators in the Stochastic Block Model

Alain Celisse, J. -J. Daudin, Laurent Pierre

The stochastic block model (SBM) is a probabilistic model de- signed to describe heterogeneous directed and undirected graphs. In this paper, we address the asymptotic inference on…