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This article unveils a new relation between the Nishimori temperature parametrizing a distribution P and the Bethe free energy on random Erdős-Rényi graphs with edge weights distributed according to P. Estimating the Nis...
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Regularization of the classical Laplacian matrices was empirically shown to improve spectral clustering in sparse networks. It was observed that small regularizations are preferable, but this point was left as a heuristi...