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Reconstruction in the Labeled Stochastic Block Model

Reconstruction in the Labeled Stochastic Block Model

11 February 2015
Marc Lelarge
Laurent Massoulié
Jiaming Xu
ArXiv (abs)PDFHTML

Papers citing "Reconstruction in the Labeled Stochastic Block Model"

14 / 14 papers shown
Differentially Private Online Community Detection for Censored Block Models: Algorithms and Fundamental Limits
Differentially Private Online Community Detection for Censored Block Models: Algorithms and Fundamental LimitsIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024
Mohamed Seif
Liyan Xie
Andrea J. Goldsmith
H. Vincent Poor
330
2
0
09 May 2024
Optimal Rates for Community Estimation in the Weighted Stochastic Block
  Model
Optimal Rates for Community Estimation in the Weighted Stochastic Block ModelAnnals of Statistics (Ann. Stat.), 2017
Min Xu
Varun Jog
Po-Ling Loh
365
64
0
05 Jun 2017
Fast Randomized Semi-Supervised Clustering
Fast Randomized Semi-Supervised Clustering
Alaa Saade
Florent Krzakala
Marc Lelarge
Lenka Zdeborová
307
8
0
20 May 2016
Clustering from Sparse Pairwise Measurements
Clustering from Sparse Pairwise Measurements
Alaa Saade
Marc Lelarge
Florent Krzakala
Lenka Zdeborová
193
11
0
25 Jan 2016
Statistical physics of inference: Thresholds and algorithms
Statistical physics of inference: Thresholds and algorithms
Lenka Zdeborová
Florent Krzakala
AI4CE
454
468
0
08 Nov 2015
Optimal Cluster Recovery in the Labeled Stochastic Block Model
Optimal Cluster Recovery in the Labeled Stochastic Block Model
Seyoung Yun
Alexandre Proutiere
385
84
0
20 Oct 2015
Recovering a Hidden Community Beyond the Kesten-Stigum Threshold in
  $O(|E| \log^*|V|)$ Time
Recovering a Hidden Community Beyond the Kesten-Stigum Threshold in O(∣E∣log⁡∗∣V∣)O(|E| \log^*|V|)O(∣E∣log∗∣V∣) Time
Bruce Hajek
Yihong Wu
Jiaming Xu
281
22
0
09 Oct 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
202
63
0
21 Sep 2015
MMSE of probabilistic low-rank matrix estimation: Universality with
  respect to the output channel
MMSE of probabilistic low-rank matrix estimation: Universality with respect to the output channelAllerton Conference on Communication, Control, and Computing (Allerton), 2015
T. Lesieur
Florent Krzakala
Lenka Zdeborová
321
116
0
14 Jul 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
622
139
0
26 Feb 2015
Spectral Detection in the Censored Block Model
Spectral Detection in the Censored Block Model
Alaa Saade
Florent Krzakala
Marc Lelarge
Lenka Zdeborová
285
50
0
31 Jan 2015
Community detection in sparse networks via Grothendieck's inequality
Community detection in sparse networks via Grothendieck's inequalityProbability theory and related fields (PTRF), 2014
O. Guédon
Roman Vershynin
478
215
0
17 Nov 2014
Edge Label Inference in Generalized Stochastic Block Models: from
  Spectral Theory to Impossibility Results
Edge Label Inference in Generalized Stochastic Block Models: from Spectral Theory to Impossibility ResultsAnnual Conference Computational Learning Theory (COLT), 2014
Jiaming Xu
Laurent Massoulié
Marc Lelarge
251
47
0
26 Jun 2014
Statistical-Computational Tradeoffs in Planted Problems and Submatrix
  Localization with a Growing Number of Clusters and Submatrices
Statistical-Computational Tradeoffs in Planted Problems and Submatrix Localization with a Growing Number of Clusters and SubmatricesJournal of machine learning research (JMLR), 2014
Yudong Chen
Jiaming Xu
582
225
0
06 Feb 2014
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