Estimating the number of communities in networks by spectral methods

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Estimating the number of communities in networks by spectral methods

3 July 2015

Elizaveta Levina

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Papers citing "Estimating the number of communities in networks by spectral methods"

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Title
Provable Estimation of the Number of Blocks in Block Models Bowei Yan Purnamrita Sarkar Xiuyuan Cheng 90 34 0 24 May 2017
Network cross-validation by edge sampling Tianxi Li Elizaveta Levina Ji Zhu 53 166 0 14 Dec 2016
Concentration and regularization of random graphs Can M. Le Elizaveta Levina Roman Vershynin 111 154 0 01 Jun 2015
A goodness-of-fit test for stochastic block models Jing Lei 117 185 0 16 Dec 2014
Spectral Clustering of Graphs with the Bethe Hessian Alaa Saade Florent Krzakala Lenka Zdeborová 101 149 0 07 Jun 2014
Parsimonious module inference in large networks Tiago P. Peixoto MoE 101 201 0 19 Dec 2012
Pseudo-likelihood methods for community detection in large sparse networks Arash A. Amini Aiyou Chen Peter J. Bickel Elizaveta Levina 218 408 0 10 Jul 2012
Spectral clustering and the high-dimensional stochastic blockmodel Karl Rohe S. Chatterjee Bin Yu 264 936 0 09 Jul 2010
Mixed membership stochastic blockmodels E. Airoldi David M. Blei S. Fienberg Eric Xing 509 2,122 0 30 May 2007