Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted
Low-Rank Tensors via Convex Optimization

Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization

14 August 2017

Papers citing "Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization"

13 / 13 papers shown

Title
Learnable Scaled Gradient Descent for Guaranteed Robust Tensor PCA Lanlan Feng Ce Zhu Yipeng Liu Saiprasad Ravishankar Longxiu Huang 58 0 0 20 Jan 2025
IncSAR: A Dual Fusion Incremental Learning Framework for SAR Target Recognition George Karantaidis Athanasios Pantsios Y. Kompatsiaris Symeon Papadopoulos CLL 105 1 0 20 Jan 2025
Iterative Block Tensor Singular Value Thresholding for Extraction of Low Rank Component of Image Data Longxi Chen Yipeng Liu Ce Zhu 52 31 0 15 Jan 2017
Exact tensor completion using t-SVD Zemin Zhang Shuchin Aeron 51 555 0 16 Feb 2015
Generalized Singular Value Thresholding Canyi Lu Changbo Zhu Chunyan Xu Shuicheng Yan Zhouchen Lin 49 205 0 06 Dec 2014
Novel methods for multilinear data completion and de-noising based on tensor-SVD Zemin Zhang G. Ely Shuchin Aeron Ning Hao M. Kilmer 104 690 0 07 Jul 2014
Generalized Nonconvex Nonsmooth Low-Rank Minimization Canyi Lu Jinhui Tang Shuicheng Yan Zhouchen Lin 50 271 0 29 Apr 2014
Robust Low-rank Tensor Recovery: Models and Algorithms D. Goldfarb Zhiwei Qin 80 389 0 24 Nov 2013
Incoherence-Optimal Matrix Completion Yudong Chen 91 205 0 01 Oct 2013
Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery Cun Mu Bo Huang John N. Wright D. Goldfarb 115 307 0 22 Jul 2013
Tensor-based formulation and nuclear norm regularization for multi-energy computed tomography O. Semerci Ning Hao M. Kilmer Eric L. Miller MedIm 50 350 0 19 Jul 2013
A New Convex Relaxation for Tensor Completion Bernardino Romera-Paredes Massimiliano Pontil 51 179 0 17 Jul 2013
Estimation of low-rank tensors via convex optimization Ryota Tomioka K. Hayashi H. Kashima 151 208 0 05 Oct 2010