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• W2897834152 abstract "Large real-world graphs tend to be sparse, but they often contain many densely connected subgraphs and exhibit high clustering coefficients. While recent random graph models can capture this sparsity, they ignore the local density, or vice versa. We develop a Bayesian nonparametric graph model based on random edge clique covers, and show that this model can capture power law degree distribution, global sparsity and non-vanishing local clustering coefficient. This distribution can be used directly as a prior on observed graphs, or as part of a hierarchical Bayesian model for inferring latent graph structures." @default.
• W2897834152 created "2018-10-26" @default.
• W2897834152 creator A5081042936 @default.
• W2897834152 creator A5090272445 @default.
• W2897834152 date "2018-10-15" @default.
• W2897834152 modified "2023-09-27" @default.
• W2897834152 title "Random clique covers for graphs with local density and global sparsity" @default.
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• W2897834152 hasPublicationYear "2018" @default.
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