The Power Mean Laplacian for Multilayer Graph Clustering

The Power Mean Laplacian for Multilayer Graph Clustering

1 March 2018

Francesco Tudisco

Matthias Hein

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Papers citing "The Power Mean Laplacian for Multilayer Graph Clustering"

17 / 17 papers shown

Title
Multilayer Spectral Graph Clustering via Convex Layer Aggregation: Theory and Algorithms Pin-Yu Chen Alfred Hero 66 55 0 08 Aug 2017
Optimal Rates for Community Estimation in the Weighted Stochastic Block Model Min Xu Varun Jog Po-Ling Loh 156 58 0 05 Jun 2017
Clustering Signed Networks with the Geometric Mean of Laplacians Pedro Mercado Francesco Tudisco Matthias Hein 45 42 0 03 Jan 2017
Geometric Mean Metric Learning P. Zadeh Reshad Hosseini S. Sra 97 167 0 18 Jul 2016
Bayesian Poisson Tucker Decomposition for Learning the Structure of International Relations Aaron Schein Mingyuan Zhou David M. Blei Hanna M. Wallach 51 89 0 06 Jun 2016
Optimal Cluster Recovery in the Labeled Stochastic Block Model Seyoung Yun Alexandre Proutiere 118 78 0 20 Oct 2015
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
Clustering Network Layers With the Strata Multilayer Stochastic Block Model Natalie Stanley S. Shai D. Taylor P. Mucha 51 135 0 07 Jul 2015
Bayesian Poisson Tensor Factorization for Inferring Multilateral Relations from Sparse Dyadic Event Counts Aaron Schein John Paisley David M. Blei Hanna M. Wallach 51 103 0 10 Jun 2015
Community detection in multi-relational data with restricted multi-layer stochastic blockmodel Subhadeep Paul Yuguo Chen 86 95 0 08 Jun 2015
Edge Label Inference in Generalized Stochastic Block Models: from Spectral Theory to Impossibility Results Jiaming Xu Laurent Massoulié Marc Lelarge 155 47 0 26 Jun 2014
A Survey on Multi-view Learning Chang Xu Dacheng Tao Chao Xu AI4TS 116 1,132 0 20 Apr 2013
Clustering on Multi-Layer Graphs via Subspace Analysis on Grassmann Manifolds Xiaowen Dong P. Frossard P. Vandergheynst N. Nefedov 76 200 0 09 Mar 2013
Community Detection in the Labelled Stochastic Block Model Simon Heimlicher Marc Lelarge Laurent Massoulié 151 87 0 13 Sep 2012
Clustering with Multi-Layer Graphs: A Spectral Perspective Xiaowen Dong P. Frossard P. Vandergheynst N. Nefedov 102 152 0 11 Jun 2011
Spectral clustering and the high-dimensional stochastic blockmodel Karl Rohe S. Chatterjee Bin Yu 266 936 0 09 Jul 2010
A Tutorial on Spectral Clustering U. V. Luxburg 290 10,543 0 01 Nov 2007