Exchangeable random measures for sparse and modular graphs with overlapping communities

We propose a novel statistical model for sparse networks with overlapping community structure. The model is based on representing the graph as an exchangeable point process and naturally generalizes existing probabilistic models with overlapping block structure to the sparse regime. Our construction...

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Détails bibliographiques
Auteurs principaux: Todeschini, A, Miscouridou, X, Caron, F
Format: Journal article
Langue:English
Publié: Wiley 2020