Community Detection and Stochastic Block Models

29 March 2017

Papers citing "Community Detection and Stochastic Block Models"

21 / 71 papers shown

Title
Spectral Clustering of Graphs with the Bethe Hessian Alaa Saade Florent Krzakala Lenka Zdeborová 49 148 0 07 Jun 2014
Phase transitions in semisupervised clustering of sparse networks Pan Zhang Cristopher Moore Lenka Zdeborová 51 50 0 30 Apr 2014
Information Recovery from Pairwise Measurements Yuxin Chen Andrea J. Goldsmith 62 25 0 28 Apr 2014
Information-theoretically Optimal Sparse PCA Y. Deshpande Andrea Montanari 54 140 0 10 Feb 2014
Near-Optimal Joint Object Matching via Convex Relaxation Yuxin Chen Leonidas Guibas Qi-Xing Huang 107 141 0 06 Feb 2014
Statistical-Computational Tradeoffs in Planted Problems and Submatrix Localization with a Growing Number of Clusters and Submatrices Yudong Chen Jiaming Xu 147 213 0 06 Feb 2014
Community Detection in Networks using Graph Distance Sharmodeep Bhattacharyya Peter J. Bickel GNN 53 33 0 16 Jan 2014
Network histograms and universality of blockmodel approximation S. Olhede P. Wolfe 56 152 0 18 Dec 2013
Impact of regularization on Spectral Clustering Antony Joseph Bin Yu 85 164 0 05 Dec 2013
Random perturbation of low rank matrices: Improving classical bounds Sean O’Rourke V. Vu Ke Wang 80 102 0 12 Nov 2013
Stochastic blockmodel approximation of a graphon: Theory and consistent estimation E. Airoldi Thiago B. Costa Stanley H. Chan 91 190 0 07 Nov 2013
Nonparametric graphon estimation P. Wolfe S. Olhede 78 202 0 23 Sep 2013
Spectral redemption: clustering sparse networks Florent Krzakala Cristopher Moore Elchanan Mossel Joe Neeman Allan Sly Lenka Zdeborová Pan Zhang 67 618 0 24 Jun 2013
Loopy Belief Propagation for Approximate Inference: An Empirical Study Kevin P. Murphy Yair Weiss Michael I. Jordan 3DV 102 1,880 0 23 Jan 2013
Community Detection in the Labelled Stochastic Block Model Simon Heimlicher Marc Lelarge Laurent Massoulié 51 86 0 13 Sep 2012
Optimal detection of sparse principal components in high dimension Quentin Berthet Philippe Rigollet 100 284 0 23 Feb 2012
Stochastic blockmodels with growing number of classes David S. Choi P. Wolfe E. Airoldi 138 259 0 21 Nov 2010
A survey of statistical network models Anna Goldenberg A. Zheng S. Fienberg E. Airoldi 143 980 0 29 Dec 2009
Message Passing Algorithms for Compressed Sensing D. Donoho A. Maleki Andrea Montanari 83 2,352 0 21 Jul 2009
A Tutorial on Spectral Clustering U. V. Luxburg 177 10,497 0 01 Nov 2007
Mixed membership stochastic blockmodels E. Airoldi David M. Blei S. Fienberg Eric Xing 259 2,117 0 30 May 2007