Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition

10 February 2020

Papers citing "Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition"

31 / 31 papers shown

Title
Limit Results for Estimation of Connectivity Matrix in Multi-layer Stochastic Block Models Wenqing Su Xiao Guo Ying Yang 45 0 0 17 Jun 2024
Tensor Methods in High Dimensional Data Analysis: Opportunities and Challenges Arnab Auddy Dong Xia Ming Yuan AI4CE 44 2 0 28 May 2024
Estimating mixed memberships in multi-layer networks Huan Qing 33 0 0 05 Apr 2024
Community detection by spectral methods in multi-layer networks Huan Qing 32 2 0 19 Mar 2024
VEC-SBM: Optimal Community Detection with Vectorial Edges Covariates Guillaume Braun Masashi Sugiyama 35 0 0 29 Feb 2024
Signed Diverse Multiplex Networks: Clustering and Inference Marianna Pensky 27 2 0 14 Feb 2024
Mixture of multilayer stochastic block models for multiview clustering Kylliann De Santiago Marie Szafranski Christophe Ambroise 29 1 0 09 Jan 2024
Sharp Analysis of Power Iteration for Tensor PCA Yuchen Wu Kangjie Zhou 31 0 0 02 Jan 2024
Spectral co-Clustering in Multi-layer Directed Networks W. Su Xiaoxun Guo Xiangyu Chang Ying Yang 32 7 0 20 Jul 2023
Nested stochastic block model for simultaneously clustering networks and nodes Nathaniel Josephs Arash A. Amini M. Paez Lizhen Lin 30 4 0 18 Jul 2023
Mode-wise Principal Subspace Pursuit and Matrix Spiked Covariance Model Runshi Tang M. Yuan Anru R. Zhang 43 3 0 02 Jul 2023
Privacy-Preserving Community Detection for Locally Distributed Multiple Networks Xiaoxun Guo Xiang Li Xiangyu Chang Shujie Ma 26 4 0 27 Jun 2023
An Overview of Asymptotic Normality in Stochastic Blockmodels: Cluster Analysis and Inference Joshua Agterberg Joshua Cape 31 1 0 10 May 2023
rMultiNet: An R Package For Multilayer Networks Analysis Ting Li Zhongyuan Lyu Chenyu Ren Dong Xia 32 1 0 09 Feb 2023
Average-Case Complexity of Tensor Decomposition for Low-Degree Polynomials Alexander S. Wein 27 9 0 10 Nov 2022
Consensus Knowledge Graph Learning via Multi-view Sparse Low Rank Block Model Tianxi Cai Dong Xia Luwan Zhang D. Zhou 18 1 0 28 Sep 2022
Optimal Clustering by Lloyd Algorithm for Low-Rank Mixture Model Zhongyuan Lyu Dong Xia 29 3 0 11 Jul 2022
Sparse Subspace Clustering in Diverse Multiplex Network Model M. Noroozi Marianna Pensky 30 8 0 15 Jun 2022
Community detection in multiplex networks based on orthogonal nonnegative matrix tri-factorization Meiby Ortiz-Bouza Selin Aviyente 24 14 0 02 May 2022
Optimal Estimation and Computational Limit of Low-rank Gaussian Mixtures Zhongyuan Lyu Dong Xia 27 8 0 22 Jan 2022
Guaranteed Functional Tensor Singular Value Decomposition Rungang Han Pixu Shi Anru R. Zhang 32 20 0 09 Aug 2021
Latent Space Model for Higher-order Networks and Generalized Tensor Decomposition Zhongyuan Lyu Dong Xia Yuan Zhang 25 21 0 30 Jun 2021
Community Detection in General Hypergraph via Graph Embedding Yao Zhen Junhui Wang GNN 29 36 0 28 Mar 2021
Generalized Low-rank plus Sparse Tensor Estimation by Fast Riemannian Optimization Jian-Feng Cai Jingyang Li Dong Xia 40 30 0 16 Mar 2021
Covariate-assisted Sparse Tensor Completion Hilda S Ibriga W. Sun 38 4 0 11 Mar 2021
Clustering multilayer graphs with missing nodes Guillaume Braun Hemant Tyagi C. Biernacki 39 5 0 04 Mar 2021
Inference for Low-rank Tensors -- No Need to Debias Dong Xia Anru R. Zhang Yuchen Zhou 34 18 0 29 Dec 2020
Global and Individualized Community Detection in Inhomogeneous Multilayer Networks Shuxiao Chen Sifan Liu Zongming Ma 22 25 0 02 Dec 2020
A Sharp Blockwise Tensor Perturbation Bound for Orthogonal Iteration Yuetian Luo Garvesh Raskutti M. Yuan Anru R. Zhang 34 10 0 06 Aug 2020
The Importance of Being Correlated: Implications of Dependence in Joint Spectral Inference across Multiple Networks Konstantinos Pantazis A. Athreya Jesús Arroyo W. Frost E. Hill V. Lyzinski 21 11 0 01 Aug 2020
Edgeworth expansions for network moments Yuan Zhang Dong Xia 32 25 0 14 Apr 2020