A Tensor Approach to Learning Mixed Membership Community Models

12 February 2013

Papers citing "A Tensor Approach to Learning Mixed Membership Community Models"

23 / 23 papers shown

Title
A Random Matrix Approach to Low-Multilinear-Rank Tensor Approximation Hugo Lebeau Florent Chatelain Romain Couillet 43 3 0 05 Feb 2024
Tensor Principal Component Analysis in High Dimensional CP Models Yuefeng Han Cun-Hui Zhang 31 10 0 10 Aug 2021
Power Iteration for Tensor PCA Jiaoyang Huang Daniel Zhengyu Huang Qing Yang Guang Cheng 29 18 0 26 Dec 2020
Reducibility and Statistical-Computational Gaps from Secret Leakage Matthew Brennan Guy Bresler 29 86 0 16 May 2020
Coupled Graphs and Tensor Factorization for Recommender Systems and Community Detection V. Ioannidis Ahmed S. Zamzam G. Giannakis N. Sidiropoulos 13 50 0 22 Sep 2018
Overlapping Clustering Models, and One (class) SVM to Bind Them All Xueyu Mao Purnamrita Sarkar Deepayan Chakrabarti 15 37 0 18 Jun 2018
On the Estimation of Latent Distances Using Graph Distances E. Arias-Castro Antoine Channarond Bruno Pelletier Nicolas Verzélen 17 15 0 27 Apr 2018
Tensors, Learning, and 'Kolmogorov Extension' for Finite-alphabet Random Vectors Nikos Kargas N. Sidiropoulos Xiao Fu 31 41 0 01 Dec 2017
Estimating Mixed Memberships with Sharp Eigenvector Deviations Xueyu Mao Purnamrita Sarkar Deepayan Chakrabarti 14 84 0 01 Sep 2017
Relative Error Tensor Low Rank Approximation Zhao Song David P. Woodruff Peilin Zhong 30 122 0 26 Apr 2017
Tensor SVD: Statistical and Computational Limits Anru R. Zhang Dong Xia 21 166 0 08 Mar 2017
Tensor Decompositions for Identifying Directed Graph Topologies and Tracking Dynamic Networks Yanning Shen Brian Baingana G. Giannakis 22 66 0 26 Oct 2016
Polynomial-time Tensor Decompositions with Sum-of-Squares Tengyu Ma Jonathan Shi David Steurer 21 119 0 06 Oct 2016
On Mixed Memberships and Symmetric Nonnegative Matrix Factorizations Xueyu Mao Purnamrita Sarkar Deepayan Chakrabarti 15 50 0 01 Jul 2016
Supervised Learning with Quantum-Inspired Tensor Networks E. Stoudenmire D. Schwab SSL 27 162 0 18 May 2016
Fast moment estimation for generalized latent Dirichlet models Shiwen Zhao Barbara E. Engelhardt S. Mukherjee David B. Dunson 26 8 0 17 Mar 2016
Consistent nonparametric estimation for heavy-tailed sparse graphs C. Borgs J. Chayes Henry Cohn S. Ganguly 34 25 0 26 Aug 2015
Local Algorithms for Block Models with Side Information Elchanan Mossel Jiaming Xu 32 49 0 10 Aug 2015
Provable Sparse Tensor Decomposition W. Sun Junwei Lu Han Liu Guang Cheng 33 127 0 05 Feb 2015
A goodness-of-fit test for stochastic block models Jing Lei 35 180 0 16 Dec 2014
A Spectral Algorithm for Inference in Hidden Semi-Markov Models Igor Melnyk A. Banerjee 26 14 0 12 Jul 2014
Sequential Transfer in Multi-armed Bandit with Finite Set of Models M. G. Azar A. Lazaric Emma Brunskill OffRL 31 114 0 25 Jul 2013
Improved Graph Clustering Yudong Chen Sujay Sanghavi Huan Xu 94 191 0 11 Oct 2012