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Optimal Rates for Community Estimation in the Weighted Stochastic Block
  Model

Optimal Rates for Community Estimation in the Weighted Stochastic Block Model

5 June 2017
Min Xu
Varun Jog
Po-Ling Loh
ArXivPDFHTML

Papers citing "Optimal Rates for Community Estimation in the Weighted Stochastic Block Model"

18 / 18 papers shown
Title
Community Detection and Stochastic Block Models
Community Detection and Stochastic Block Models
Emmanuel Abbe
136
1,193
0
29 Mar 2017
A Variational Characterization of Rényi Divergences
A Variational Characterization of Rényi Divergences
V. Anantharam
33
14
0
26 Jan 2017
Community Detection in Degree-Corrected Block Models
Community Detection in Degree-Corrected Block Models
Chao Gao
Zongming Ma
A. Zhang
Harrison H. Zhou
94
139
0
24 Jul 2016
Submatrix localization via message passing
Submatrix localization via message passing
Bruce Hajek
Yihong Wu
Jiaming Xu
51
26
0
30 Oct 2015
Optimal Cluster Recovery in the Labeled Stochastic Block Model
Optimal Cluster Recovery in the Labeled Stochastic Block Model
Seyoung Yun
Alexandre Proutiere
91
78
0
20 Oct 2015
Information Limits for Recovering a Hidden Community
Information Limits for Recovering a Hidden Community
Bruce Hajek
Yihong Wu
Jiaming Xu
46
76
0
25 Sep 2015
Information-theoretic bounds for exact recovery in weighted stochastic
  block models using the Renyi divergence
Information-theoretic bounds for exact recovery in weighted stochastic block models using the Renyi divergence
Varun Jog
Po-Ling Loh
95
63
0
21 Sep 2015
Minimax Rates of Community Detection in Stochastic Block Models
Minimax Rates of Community Detection in Stochastic Block Models
A. Zhang
Harrison H. Zhou
420
188
0
19 Jul 2015
Recovering communities in the general stochastic block model without
  knowing the parameters
Recovering communities in the general stochastic block model without knowing the parameters
Emmanuel Abbe
Colin Sandon
99
91
0
11 Jun 2015
Achieving Optimal Misclassification Proportion in Stochastic Block Model
Achieving Optimal Misclassification Proportion in Stochastic Block Model
Chao Gao
Zongming Ma
A. Zhang
Harrison H. Zhou
314
235
0
14 May 2015
Achieving Exact Cluster Recovery Threshold via Semidefinite Programming:
  Extensions
Achieving Exact Cluster Recovery Threshold via Semidefinite Programming: Extensions
Bruce Hajek
Yihong Wu
Jiaming Xu
343
137
0
26 Feb 2015
Reconstruction in the Labeled Stochastic Block Model
Reconstruction in the Labeled Stochastic Block Model
Marc Lelarge
Laurent Massoulié
Jiaming Xu
116
39
0
11 Feb 2015
Achieving Exact Cluster Recovery Threshold via Semidefinite Programming
Achieving Exact Cluster Recovery Threshold via Semidefinite Programming
Bruce Hajek
Yihong Wu
Jiaming Xu
361
252
0
24 Nov 2014
Learning Latent Block Structure in Weighted Networks
Learning Latent Block Structure in Weighted Networks
Christopher Aicher
Abigail Z. Jacobs
A. Clauset
83
309
0
02 Apr 2014
Consistency of spectral clustering in stochastic block models
Consistency of spectral clustering in stochastic block models
Jing Lei
Alessandro Rinaldo
182
607
0
07 Dec 2013
Community Detection in the Labelled Stochastic Block Model
Community Detection in the Labelled Stochastic Block Model
Simon Heimlicher
Marc Lelarge
Laurent Massoulié
129
86
0
13 Sep 2012
Consistency of community detection in networks under degree-corrected
  stochastic block models
Consistency of community detection in networks under degree-corrected stochastic block models
Yunpeng Zhao
Elizaveta Levina
Ji Zhu
205
427
0
18 Oct 2011
A survey of statistical network models
A survey of statistical network models
Anna Goldenberg
A. Zheng
S. Fienberg
E. Airoldi
212
982
0
29 Dec 2009
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