Optimal Laplacian Regularization For Sparse Spectral Community Detection

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Optimal Laplacian Regularization For Sparse Spectral Community Detection


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Optimal Laplacian Regularization For Sparse Spectral Community Detection

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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 heuristic argument. In this paper we formal
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 heuristic argument. In this paper we formal