Tensor vs Matrix Methods: Robust Tensor Decomposition under Block Sparse
Perturbations

Tensor vs Matrix Methods: Robust Tensor Decomposition under Block Sparse Perturbations

15 October 2015

Anima Anandkumar

Papers citing "Tensor vs Matrix Methods: Robust Tensor Decomposition under Block Sparse Perturbations"

13 / 13 papers shown

Title
Optimal vintage factor analysis with deflation varimax Xin Bing Dian Jin Yuqian Zhang Yuqian Zhang 27 1 0 16 Oct 2023
Guaranteed Tensor Recovery Fused Low-rankness and Smoothness Hailin Wang Jiangjun Peng Wenjin Qin Jianjun Wang Deyu Meng 29 63 0 04 Feb 2023
Hyperspectral Image Denoising via Global Spatial-Spectral Total Variation Regularized Nonconvex Local Low-Rank Tensor Approximation Haijin Zeng Xiaozhen Xie J. Ning 58 48 0 30 May 2020
Robust Kronecker Component Analysis Mehdi Bahri Yannis Panagakis S. Zafeiriou 16 29 0 18 Jan 2018
Hyperspectral Image Restoration via Total Variation Regularized Low-rank Tensor Decomposition Yao Wang Jiangjun Peng Qian Zhao Deyu Meng Yee Leung Xile Zhao 65 364 0 08 Jul 2017
Robust Kronecker-Decomposable Component Analysis for Low-Rank Modeling Mehdi Bahri Yannis Panagakis S. Zafeiriou 37 14 0 22 Mar 2017
Non-negative Factorization of the Occurrence Tensor from Financial Contracts Zheng Xu Furong Huang L. Raschid Tom Goldstein 9 4 0 10 Dec 2016
TensorLy: Tensor Learning in Python Jean Kossaifi Yannis Panagakis Anima Anandkumar Maja Pantic 36 351 0 29 Oct 2016
Median-Truncated Nonconvex Approach for Phase Retrieval with Outliers Huishuai Zhang Yuejie Chi Yingbin Liang 22 55 0 11 Mar 2016
Decomposition into Low-rank plus Additive Matrices for Background/Foreground Separation: A Review for a Comparative Evaluation with a Large-Scale Dataset T. Bouwmans A. Sobral S. Javed Soon Ki Jung E. Zahzah 39 330 0 04 Nov 2015
When Are Nonconvex Problems Not Scary? Ju Sun Qing Qu John N. Wright 24 166 0 21 Oct 2015
Complete Dictionary Recovery over the Sphere Ju Sun Qing Qu John N. Wright 33 202 0 26 Apr 2015
Finding a sparse vector in a subspace: Linear sparsity using alternating directions Qing Qu Ju Sun John N. Wright 19 111 0 15 Dec 2014