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2002.04457
Cited By
Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition
Annals of Statistics (Ann. Stat.), 2020
10 February 2020
Bing-Yi Jing
Ting Li
Zhongyuan Lyu
Dong Xia
Re-assign community
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Papers citing
"Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition"
34 / 34 papers shown
Transfer learning under latent space model
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Perfect Clustering in Very Sparse Diverse Multiplex Networks
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Asymptotically perfect seeded graph matching without edge correlation (and applications to inference)
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Limit Results for Estimation of Connectivity Matrix in Multi-layer Stochastic Block Models
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Xiao Guo
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196
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Tensor Methods in High Dimensional Data Analysis: Opportunities and Challenges
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Dong Xia
Ming Yuan
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28 May 2024
Estimating mixed memberships in multi-layer networks
Huan Qing
253
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Community detection by spectral methods in multi-layer networks
Applied Soft Computing (Appl. Soft Comput.), 2024
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550
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19 Mar 2024
VEC-SBM: Optimal Community Detection with Vectorial Edges Covariates
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Masashi Sugiyama
216
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29 Feb 2024
Signed Diverse Multiplex Networks: Clustering and Inference
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350
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14 Feb 2024
Mixture of multilayer stochastic block models for multiview clustering
Kylliann De Santiago
Marie Szafranski
Christophe Ambroise
277
1
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09 Jan 2024
Sharp Analysis of Power Iteration for Tensor PCA
Journal of machine learning research (JMLR), 2024
Yuchen Wu
Kangjie Zhou
520
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0
02 Jan 2024
Spectral co-Clustering in Multi-layer Directed Networks
Computational Statistics & Data Analysis (CSDA), 2023
W. Su
Xiaoxun Guo
Xiangyu Chang
Ying Yang
311
12
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20 Jul 2023
Nested stochastic block model for simultaneously clustering networks and nodes
Nathaniel Josephs
Arash A. Amini
M. Paez
Lizhen Lin
343
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18 Jul 2023
Mode-wise Principal Subspace Pursuit and Matrix Spiked Covariance Model
Journal of The Royal Statistical Society Series B-statistical Methodology (JRSSB), 2023
Runshi Tang
M. Yuan
Anru R. Zhang
289
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0
02 Jul 2023
Privacy-Preserving Community Detection for Locally Distributed Multiple Networks
Xiaoxun Guo
Xiang Li
Xiangyu Chang
Shujie Ma
299
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27 Jun 2023
An Overview of Asymptotic Normality in Stochastic Blockmodels: Cluster Analysis and Inference
Joshua Agterberg
Joshua Cape
209
2
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10 May 2023
rMultiNet: An R Package For Multilayer Networks Analysis
Ting Li
Zhongyuan Lyu
Chenyu Ren
Dong Xia
210
1
0
09 Feb 2023
Average-Case Complexity of Tensor Decomposition for Low-Degree Polynomials
Symposium on the Theory of Computing (STOC), 2022
Alexander S. Wein
324
14
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10 Nov 2022
Consensus Knowledge Graph Learning via Multi-view Sparse Low Rank Block Model
Tianxi Cai
Dong Xia
Luwan Zhang
D. Zhou
250
2
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28 Sep 2022
Optimal Clustering by Lloyd Algorithm for Low-Rank Mixture Model
Zhongyuan Lyu
Dong Xia
494
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11 Jul 2022
Sparse Subspace Clustering in Diverse Multiplex Network Model
Journal of Multivariate Analysis (J. Multivar. Anal.), 2022
M. Noroozi
Marianna Pensky
276
11
0
15 Jun 2022
Community detection in multiplex networks based on orthogonal nonnegative matrix tri-factorization
IEEE Access (IEEE Access), 2022
Meiby Ortiz-Bouza
Selin Aviyente
314
23
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02 May 2022
Optimal Estimation and Computational Limit of Low-rank Gaussian Mixtures
Annals of Statistics (Ann. Stat.), 2022
Zhongyuan Lyu
Dong Xia
289
13
0
22 Jan 2022
Guaranteed Functional Tensor Singular Value Decomposition
Journal of the American Statistical Association (JASA), 2021
Rungang Han
Pixu Shi
Anru R. Zhang
455
33
0
09 Aug 2021
Latent Space Model for Higher-order Networks and Generalized Tensor Decomposition
Journal of Computational And Graphical Statistics (JCGS), 2021
Zhongyuan Lyu
Dong Xia
Yuan Zhang
219
32
0
30 Jun 2021
Community Detection in General Hypergraph via Graph Embedding
Journal of the American Statistical Association (JASA), 2021
Yao Zhen
Junhui Wang
GNN
241
47
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28 Mar 2021
Generalized Low-rank plus Sparse Tensor Estimation by Fast Riemannian Optimization
Journal of the American Statistical Association (JASA), 2021
Jian-Feng Cai
Jingyang Li
Dong Xia
647
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16 Mar 2021
Covariate-assisted Sparse Tensor Completion
Journal of the American Statistical Association (JASA), 2021
Hilda S Ibriga
W. Sun
331
7
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11 Mar 2021
Clustering multilayer graphs with missing nodes
International Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Guillaume Braun
Hemant Tyagi
C. Biernacki
183
7
0
04 Mar 2021
Inference for Low-rank Tensors -- No Need to Debias
Annals of Statistics (Ann. Stat.), 2020
Dong Xia
Anru R. Zhang
Yuchen Zhou
501
25
0
29 Dec 2020
Global and Individualized Community Detection in Inhomogeneous Multilayer Networks
Annals of Statistics (Ann. Stat.), 2020
Shuxiao Chen
Sifan Liu
Zongming Ma
463
41
0
02 Dec 2020
A Sharp Blockwise Tensor Perturbation Bound for Orthogonal Iteration
Yuetian Luo
Garvesh Raskutti
M. Yuan
Anru R. Zhang
372
14
0
06 Aug 2020
The Importance of Being Correlated: Implications of Dependence in Joint Spectral Inference across Multiple Networks
Journal of machine learning research (JMLR), 2020
Konstantinos Pantazis
A. Athreya
Jesús Arroyo
W. Frost
E. Hill
V. Lyzinski
506
13
0
01 Aug 2020
Edgeworth expansions for network moments
Annals of Statistics (Ann. Stat.), 2020
Yuan Zhang
Dong Xia
314
33
0
14 Apr 2020
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