Exchangeable Random Measures for Sparse and Modular Graphs with Overlapping Communities

5 Feb 2016Adrien TodeschiniXenia MiscouridouFrançois Caron

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... (read more)

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