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Matrix theory / Singular value decomposition / Networks / Multivariate statistics / Spectral clustering / Eigenvalues and eigenvectors / Community structure / Spectral theorem / Eigendecomposition of a matrix / Algebra / Linear algebra / Mathematics


Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel Karl Rohe Department of Statistics University of Wisconsin-Madison
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Document Date: 2014-11-25 16:22:22


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SIAM Journal / Ames / CRC Press / /

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United States / Netherlands / /

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Statistics University of Wisconsin-Madison Madison / /

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power-law degree distribution / k-means algorithm / spectral clustering algorithm / spectral clustering algorithms / canonical spectral clustering algorithm / neural information processing systems / empirical networks / sparse empirical networks / Social networks / spectral algorithms / empirical network / above algorithm / large sparse networks / graph algorithms / power law distribution / sparse network / spectral algorithm / /

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Stochastic Blockmodel SBM / National Institute of Health / National Science Foundation / American Statistical Association / WARF / Degree-Corrected Stochastic Blockmodel Karl Rohe Department / University of Wisconsin / /

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Sara Fernandes-Taylor / Frank McSherry / Kamal M. Ali / Elizaveta Levina / Peter J Bickel / Aiyou Chen / Brian Karrer / Mary Radcliffe / Michael I Jordan / Chung / Amin Coja-Oghlan / John E Hopcroft / Michael W Mahoney / Andrew Y Ng / Anirban Dasgupta / Stephen A Vavasis / Arash A Amini / Jeffrey D. Scargle / Yair Weiss / Ashok N. Srivastava / Natalie Glance / Lada A Adamic / Peter H Sch / Tai Qin / /

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presidential election / /

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Wisconsin / South Carolina / /

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Machine Learning / Journal of Machine Learning Research / Journal of the American Statistical Association / /

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graph algorithms / RSC algorithm / above algorithm / canonical spectral clustering algorithm / k-means algorithm / spectral algorithm / spectral algorithms / regularized algorithm / spectral clustering algorithms / spectral clustering algorithm / Data Mining / Machine Learning / Simulation / SC algorithm / /

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