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Scalable Inference of Overlapping Communities

Published on Jan 11, 20132676 Views

We develop a scalable algorithm for posterior inference of overlapping communities in large networks. Our algorithm is based on stochastic variational inference in the mixed-membership stochastic bloc

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Scalable Inference of Overlapping Communities00:00
Mixed-membership stochastic blockmodels - 100:37
Mixed-membership stochastic blockmodels - 201:47
Stochastic inference algorithm02:43