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• W2915626464 abstract "We rigorously derive a single-letter variational expression for the mutual information of the asymmetric two-groups stochastic block model in the dense graph regime. Existing proofs in the literature are indirect, as they involve mapping the model to a rank-one matrix estimation problem whose mutual information is then determined by a combination of methods (e.g., interpolation, cavity, algorithmic, spatial coupling). In this contribution we provide a self-contained direct method using only the recently introduced adaptive interpolation method." @default.
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• W2915626464 date "2019-02-19" @default.
• W2915626464 modified "2023-10-01" @default.
• W2915626464 title "Mutual Information for the Stochastic Block Model by the Adaptive Interpolation Method" @default.
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