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Mathematics > Statistics Theory

Title: Modeling heterogeneity in random graphs through latent space models: a selective review

Authors: Catherine Matias (LaMME, LPMA), Stéphane Robin
Abstract: We present a selective review on probabilistic modeling of heterogeneity in random graphs. We focus on latent space models and more particularly on stochastic block models and their extensions that have undergone major developments in the last five years.
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
Cite as: arXiv:1402.4296 [math.ST]
  (or arXiv:1402.4296v2 [math.ST] for this version)

Submission history

From: Catherine Matias [view email]
[v1] Tue, 18 Feb 2014 11:16:44 GMT (174kb,D)
[v2] Thu, 25 Sep 2014 16:56:13 GMT (258kb,D)