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Consistency of maximum-likelihood and variational estimators in the Stochasti...
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... -
Convergence of the groups posterior distribution in latent or stochastic bloc...
We propose a unified framework for studying both latent and stochastic block models, which are used to cluster simultaneously rows and columns of a data matrix. In...
