Bayesian nonparametric models for bipartite graphs

We develop a novel Bayesian nonparametric model for random bipartite graphs. The model is based on the theory of completely random measures and is able to handle a potentially infinite number of nodes. We show that the model has appealing properties and in particular it may exhibit a power-law behav...

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Hlavní autor: Caron, F
Médium: Journal article
Jazyk:English
Vydáno: 2012