Community detection in sparse time-evolving graphs with a dynamical Bethe-Hessian

3 June 2020

Papers citing "Community detection in sparse time-evolving graphs with a dynamical Bethe-Hessian"

15 / 15 papers shown

Title
A unified framework for spectral clustering in sparse graphs Lorenzo DallÁmico Romain Couillet Nicolas M Tremblay 36 19 0 20 Mar 2020
Sparse and Smooth: improved guarantees for Spectral Clustering in the Dynamic Stochastic Block Model Nicolas Keriven Samuel Vaiter 86 13 0 07 Feb 2020
Spectral clustering in the dynamic stochastic block model Marianna Pensky Teng Zhang 82 77 0 02 May 2017
Community Detection and Stochastic Block Models Emmanuel Abbe 136 1,194 0 29 Mar 2017
Disentangling group and link persistence in Dynamic Stochastic Block models P. Barucca Fabrizio Lillo Piero Mazzarisi Daniele Tantari 28 6 0 20 Jan 2017
Spectral Inference Methods on Sparse Graphs: Theory and Applications Alaa Saade 59 6 0 14 Oct 2016
Non-Backtracking Spectrum of Degree-Corrected Stochastic Block Models Lennart Gulikers Marc Lelarge Laurent Massoulié 35 21 0 08 Sep 2016
Compressive Spectral Clustering Nicolas M Tremblay Gilles Puy Remi Gribonval P. Vandergheynst 134 113 0 05 Feb 2016
Kernel spectral clustering of large dimensional data Romain Couillet Florent Benaych-Georges 66 91 0 13 Oct 2015
Compressive spectral embedding: sidestepping the SVD D. Ramasamy Upamanyu Madhow 44 20 0 28 Sep 2015
Detectability thresholds and optimal algorithms for community structure in dynamic networks Amir Ghasemian Pan Zhang A. Clauset Cristopher Moore Leto Peel 141 118 0 19 Jun 2015
Spectral Clustering of Graphs with the Bethe Hessian Alaa Saade Florent Krzakala Lenka Zdeborová 101 149 0 07 Jun 2014
Spectral redemption: clustering sparse networks Florent Krzakala Cristopher Moore Elchanan Mossel Joe Neeman Allan Sly Lenka Zdeborová Pan Zhang 117 621 0 24 Jun 2013
Graph Zeta Function in the Bethe Free Energy and Loopy Belief Propagation Yusuke Watanabe Kenji Fukumizu 86 91 0 17 Feb 2010
A Tutorial on Spectral Clustering U. V. Luxburg 282 10,536 0 01 Nov 2007