Classification and estimation in the Stochastic Block Model based on the empirical degrees

Antoine Channarond, Jean-Jacques Daudin, Stéphane Robin

The Stochastic Block Model (Holland et al., 1983) is a mixture model for heterogeneous network data. Unlike the usual statistical framework, new nodes give additional information a…