CorrelatedStochasticBlockModels: ExactGraphMatching withApplicationstoRecoveringCommunities

Neural Information Processing Systems 

Wederivethe precise information-theoretic threshold for exact recovery: above the threshold there exists an estimator that outputs the true correspondence with probability close to1,while belowitnoestimator canrecoverthetrue correspondence with probabilityboundedawayfrom0.

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