Model-free algorithms for fast node clustering in SBM type graphs and application to social role inference in animals

Bertrand Cloez, Adrien Cotil, Jean-Baptiste Menassol +1

We propose a novel family of model-free algorithms for node clustering and parameter inference in graphs generated from the Stochastic Block Model (SBM), a fundamental framework in…