Fast Network Community Detection With Profile-Pseudo Likelihood Methods
Fast Network Community Detection With Profile-Pseudo Likelihood Methods
The stochastic block model is one of the most studied network models for community detection, and fitting its likelihood function on large-scale networks is known to be challenging. One prominent work that overcomes this computational challenge is the fast pseudo-likelihood approach proposed by Amini et al. for fitting stochastic block …