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stat berkeley edu binyu ps spectral 791 pdf

Spectral clustering and the high-dimensional Stochastic

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 are characterized by interacting units

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Data Spectroscopy: Learning Mixture Models using

Bin Yu [email protected] Department of Statistics, University of California Berkeley Abstract In this paper we develop a spectral frame- work for estimating mixture distributions, specifically Gaussian mixture models. In physics, spectroscopy is often used for the identification of substances through their spectrum. Treating a kernel function K(x,y) as “light” and the sampled data

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Data Spectroscopy: Learning Mixture Models using

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