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Spectral clustering and the high-dimensional Stochastic Block Model Karl Rohe, Sourav Chatterjee and Bin Yu Department of Statistics University of California Berkeley, CA 94720, USA e-mail: [email protected] [email protected] [email protected] Abstract: Networks or graphs can easily represent a diverse set of data sources that

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Impact of regularization on spectral clustering

IMPACT OF REGULARIZATION ON SPECTRAL CLUSTERING1 BY ANTONY JOSEPH AND BIN YU @WalmartLabs and University of California, Berkeley The performance of spectral clustering can be considerably improved via ... large networks is an important contemporary problem in statistics. Spectral clus-tering is one of the more popular techniques for such a ...

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