Exact tensor completion using t-SVD

16 February 2015

Papers citing "Exact tensor completion using t-SVD"

13 / 13 papers shown

Title
MNT-TNN: Spatiotemporal Traffic Data Imputation via Compact Multimode Nonlinear Transform-based Tensor Nuclear Norm Yihang Lu Mahwish Yousaf Xianwei Meng Enhong Chen 62 0 0 29 Mar 2025
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
Low-Tubal-Rank Tensor Recovery via Factorized Gradient Descent Zhiyu Liu Zhi Han Yandong Tang Xi-Le Zhao Yao Wang 70 1 0 22 Jan 2024
Iterative Block Tensor Singular Value Thresholding for Extraction of Low Rank Component of Image Data Longxi Chen Yipeng Liu Ce Zhu 49 31 0 15 Jan 2017
Adaptive Sampling of RF Fingerprints for Fine-grained Indoor Localization Xiao-Yang Liu Shuchin Aeron Vaneet Aggarwal Xiaodong Wang Minyou Wu 39 95 0 10 Aug 2015
Clustering multi-way data: a novel algebraic approach Eric Kernfeld Shuchin Aeron M. Kilmer 32 35 0 22 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 96 690 0 07 Jul 2014
Provable Tensor Factorization with Missing Data Prateek Jain Sewoong Oh 117 195 0 11 Jun 2014
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 112 307 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 47 350 0 19 Jul 2013
A New Convex Relaxation for Tensor Completion Bernardino Romera-Paredes Massimiliano Pontil 46 179 0 17 Jul 2013
Low-Rank Matrix and Tensor Completion via Adaptive Sampling A. Krishnamurthy Aarti Singh 46 159 0 17 Apr 2013