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Sparse Subspace Clustering in Diverse Multiplex Network Model

15 June 2022

Papers citing "Sparse Subspace Clustering in Diverse Multiplex Network Model"

25 / 25 papers shown

Title
Latent space models for multiplex networks with shared structure Peter Macdonald Elizaveta Levina Ji Zhu 69 33 0 28 Dec 2020
Exact Clustering in Tensor Block Model: Statistical Optimality and Computational Limit Rungang Han Yuetian Luo Miaoyan Wang Anru R. Zhang 106 39 0 18 Dec 2020
General Community Detection with Optimal Recovery Conditions for Multi-relational Sparse Networks with Dependent Layers Sharmodeep Bhattacharyya Sabyasachi Chatterjee 48 14 0 06 Apr 2020
Bias-adjusted spectral clustering in multi-layer stochastic block models Jing Lei K. Lin 82 51 0 18 Mar 2020
Implicit differentiation of Lasso-type models for hyperparameter optimization Quentin Bertrand Quentin Klopfenstein Mathieu Blondel Samuel Vaiter Alexandre Gramfort Joseph Salmon 104 66 0 20 Feb 2020
Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition Bing-Yi Jing Ting Li Zhongyuan Lyu Dong Xia 79 67 0 10 Feb 2020
Sparse Popularity Adjusted Stochastic Block Model M. Noroozi Marianna Pensky R. Rimal 55 8 0 03 Oct 2019
Multiway clustering via tensor block models Miaoyan Wang Yuchen Zeng 57 42 0 10 Jun 2019
A Review of Stochastic Block Models and Extensions for Graph Clustering Clement Lee D. Wilkinson 73 201 0 01 Mar 2019
Provable Convex Co-clustering of Tensors Eric C. Chi Brian R. Gaines W. Sun Hua Zhou Jian Yang 65 44 0 17 Mar 2018
Spectral and matrix factorization methods for consistent community detection in multi-layer networks Subhadeep Paul Yuguo Chen 54 87 0 24 Apr 2017
Community Detection and Stochastic Block Models Emmanuel Abbe 138 1,200 0 29 Mar 2017
Bayesian Learning of Dynamic Multilayer Networks Daniele Durante Nabanita Mukherjee R. Steorts AI4CE 126 25 0 07 Aug 2016
Community detection in multi-relational data with restricted multi-layer stochastic blockmodel Subhadeep Paul Yuguo Chen 96 95 0 08 Jun 2015
Achieving Optimal Misclassification Proportion in Stochastic Block Model Chao Gao Zongming Ma A. Zhang Harrison H. Zhou 342 235 0 14 May 2015
Mind the duality gap: safer rules for the Lasso Olivier Fercoq Alexandre Gramfort Joseph Salmon 108 140 0 13 May 2015
An Introduction to Matrix Concentration Inequalities J. Tropp 178 1,155 0 07 Jan 2015
Consistency of spectral clustering in stochastic block models Jing Lei Alessandro Rinaldo 202 607 0 07 Dec 2013
Noisy Sparse Subspace Clustering Yu Wang Huan Xu NoLa 135 202 0 05 Sep 2013
Robust subspace clustering Mahdi Soltanolkotabi Ehsan Elhamifar Emmanuel J. Candès 140 366 0 11 Jan 2013
Asymptotic normality of maximum likelihood and its variational approximation for stochastic blockmodels Peter J. Bickel David S. Choi Xiangyu Chang Hai Zhang 229 221 0 04 Jul 2012
Generalized Principal Component Analysis (GPCA) René Vidal Yi-An Ma S. Shankar Sastry 113 1,160 0 17 Feb 2012
A geometric analysis of subspace clustering with outliers Mahdi Soltanolkotabi Emmanuel J. Candés 133 416 0 19 Dec 2011
Hybrid Linear Modeling via Local Best-fit Flats Teng Zhang Arthur Szlam Yi Wang Gilad Lerman 138 204 0 17 Oct 2010
A Tutorial on Spectral Clustering U. V. Luxburg 290 10,550 0 01 Nov 2007