Modeling heterogeneity in random graphs through latent space models: a selective review - Archive ouverte HAL
Article Dans Une Revue ESAIM: Proceedings Année : 2014

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

Résumé

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.
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Dates et versions

hal-00948421 , version 1 (18-02-2014)
hal-00948421 , version 2 (24-09-2014)

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Catherine Matias, Stéphane Robin. Modeling heterogeneity in random graphs through latent space models: a selective review. ESAIM: Proceedings, 2014, MMCS, Mathematical Modelling of Complex Systems, 47, pp.55 - 74. ⟨10.1051/proc/201447004⟩. ⟨hal-00948421v2⟩
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