A Tensor Approach to Learning Mixed Membership Community Models

A Tensor Approach to Learning Mixed Membership Community Models

12 February 2013

Anima Anandkumar

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

15 / 15 papers shown

Title
A Random Matrix Approach to Low-Multilinear-Rank Tensor Approximation Hugo Lebeau Florent Chatelain Romain Couillet 29 3 0 05 Feb 2024
Tensor Principal Component Analysis in High Dimensional CP Models Yuefeng Han Cun-Hui Zhang 23 10 0 10 Aug 2021
Power Iteration for Tensor PCA Jiaoyang Huang Daniel Zhengyu Huang Qing Yang Guang Cheng 24 18 0 26 Dec 2020
Reducibility and Statistical-Computational Gaps from Secret Leakage Matthew Brennan Guy Bresler 19 85 0 16 May 2020
Tensors, Learning, and 'Kolmogorov Extension' for Finite-alphabet Random Vectors Nikos Kargas N. Sidiropoulos Xiao Fu 21 41 0 01 Dec 2017
Relative Error Tensor Low Rank Approximation Zhao-quan Song David P. Woodruff Peilin Zhong 20 122 0 26 Apr 2017
Tensor SVD: Statistical and Computational Limits Anru R. Zhang Dong Xia 21 167 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 17 119 0 06 Oct 2016
Supervised Learning with Quantum-Inspired Tensor Networks E. Stoudenmire D. Schwab SSL 20 162 0 18 May 2016
Fast moment estimation for generalized latent Dirichlet models Shiwen Zhao Barbara E. Engelhardt S. Mukherjee David B. Dunson 21 8 0 17 Mar 2016
Local Algorithms for Block Models with Side Information Elchanan Mossel Jiaming Xu 14 49 0 10 Aug 2015
Provable Sparse Tensor Decomposition W. Sun Junwei Lu Han Liu Guang Cheng 21 127 0 05 Feb 2015
A goodness-of-fit test for stochastic block models Jing Lei 22 181 0 16 Dec 2014
Improved Graph Clustering Yudong Chen Sujay Sanghavi Huan Xu 92 0 0 11 Oct 2012