Pseudo-likelihood methods for community detection in large sparse networks

Arash A. Amini, Aiyou Chen, Peter J. Bickel +1

Many algorithms have been proposed for fitting network models with communities, but most of them do not scale well to large networks, and often fail on sparse networks. Here we pro…