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Multilayer Spectral Graph Clustering via Convex Layer Aggregation:
Theory and Algorithms

Multilayer Spectral Graph Clustering via Convex Layer Aggregation: Theory and Algorithms

IEEE Transactions on Signal and Information Processing over Networks (TSIPN), 2017

8 August 2017

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Papers citing "Multilayer Spectral Graph Clustering via Convex Layer Aggregation: Theory and Algorithms"

17 / 17 papers shown

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Mixture of multilayer stochastic block models for multiview clustering Kylliann De Santiago Marie Szafranski Christophe Ambroise 185 1 0 09 Jan 2024
Spectral Clustering of Attributed Multi-relational GraphsKnowledge Discovery and Data Mining (KDD), 2021 Ylli Sadikaj Yllka Velaj Sahar Behzadi Claudia Plant 122 24 0 03 Nov 2023
Community detection in multiplex networks based on orthogonal nonnegative matrix tri-factorizationIEEE Access (IEEE Access), 2022 Meiby Ortiz-Bouza Selin Aviyente 166 20 0 02 May 2022
Information Fusion: Scaling Subspace-Driven Approaches Sally Ghanem Hamid Krim 94 0 0 26 Apr 2022
Multilayer Graph Contrastive Clustering Network Liang Liu Zhao Kang Ling Tian Wenbo Xu Xixu He 132 21 0 28 Dec 2021
Multilayer Graph Clustering with Optimized Node Embedding Mireille El Gheche P. Frossard 93 1 0 30 Mar 2021
Spectral clustering via adaptive layer aggregation for multi-layer networks Sihan Huang Haolei Weng Yang Feng 238 27 0 07 Dec 2020
Multilayer Clustered Graph Learning Mireille El Gheche P. Frossard 201 6 0 29 Oct 2020
General Community Detection with Optimal Recovery Conditions for Multi-relational Sparse Networks with Dependent Layers Sharmodeep Bhattacharyya Sabyasachi Chatterjee 159 14 0 06 Apr 2020
Stochastic Gradient Descent for Spectral Embedding with Implicit Orthogonality Constraint Mireille El Gheche Giovanni Chierchia P. Frossard 147 8 0 13 Dec 2018
OrthoNet: Multilayer Network Data Clustering Mireille El Gheche Giovanni Chierchia P. Frossard 267 24 0 02 Nov 2018
GrAMME: Semi-Supervised Learning using Multi-layered Graph Attention Models U. Shanthamallu Jayaraman J. Thiagarajan Huan Song A. Spanias GNN 150 42 0 02 Oct 2018
Latent heterogeneous multilayer community detection Hafiz Tiomoko Ali Sijia Liu Yasin Yılmaz Romain Couillet I. Rajapakse Alfred Hero 151 16 0 16 Jun 2018
Spectral Clustering for Multiple Sparse Networks: I Sharmodeep Bhattacharyya Sabyasachi Chatterjee 154 42 0 27 May 2018
The Power Mean Laplacian for Multilayer Graph ClusteringInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2018 Pedro Mercado A. Gautier Francesco Tudisco Matthias Hein 119 29 0 01 Mar 2018
Incremental Eigenpair Computation for Graph Laplacian Matrices: Theory and Applications Pin-Yu Chen Baichuan Zhang M. Hasan 143 13 0 13 Dec 2017
Revisiting Spectral Graph Clustering with Generative Community Models Pin-Yu Chen Lingfei Wu 274 12 0 14 Sep 2017