Tensor Completion Algorithms in Big Data Analytics

Tensor Completion Algorithms in Big Data Analytics

28 November 2017

Papers citing "Tensor Completion Algorithms in Big Data Analytics"

17 / 17 papers shown

Title
High-dimension Tensor Completion via Gradient-based Optimization Under Tensor-train Format Longhao Yuan Qibin Zhao Lihua Gui Jianting Cao ViT 31 55 0 05 Apr 2018
On Tensor Train Rank Minimization: Statistical Efficiency and Scalable Algorithm Masaaki Imaizumi Takanori Maehara K. Hayashi 23 36 0 01 Aug 2017
Convex Coupled Matrix and Tensor Completion Kishan Wimalawarne M. Yamada Hiroshi Mamitsuka 40 15 0 15 May 2017
Fundamental Conditions for Low-CP-Rank Tensor Completion Morteza Ashraphijuo Xiaodong Wang 75 55 0 31 Mar 2017
Spectral algorithms for tensor completion Andrea Montanari Nike Sun 61 85 0 23 Dec 2016
Low-rank tensor completion: a Riemannian manifold preconditioning approach Hiroyuki Kasai Bamdev Mishra 28 119 0 26 May 2016
Exact tensor completion using t-SVD Zemin Zhang Shuchin Aeron 37 555 0 16 Feb 2015
DFacTo: Distributed Factorization of Tensors J. H. Choi S.V.N. Vishwanathan 23 157 0 17 Jun 2014
Provable Tensor Factorization with Missing Data Prateek Jain Sewoong Oh 87 195 0 11 Jun 2014
Subspace Learning and Imputation for Streaming Big Data Matrices and Tensors Morteza Mardani Gonzalo Mateos G. Giannakis 47 182 0 17 Apr 2014
Robust Low-rank Tensor Recovery: Models and Algorithms D. Goldfarb Zhiwei Qin 72 389 0 24 Nov 2013
Compressive Sensing of Sparse Tensors S. Friedland Qun Li Dan Schonfeld 49 60 0 24 May 2013
Low-Rank Matrix and Tensor Completion via Adaptive Sampling A. Krishnamurthy Aarti Singh 41 159 0 17 Apr 2013
Conditional Gradient Algorithms for Norm-Regularized Smooth Convex Optimization Zaïd Harchaoui A. Juditsky A. Nemirovski 50 189 0 10 Feb 2013
All-at-once Optimization for Coupled Matrix and Tensor Factorizations E. Acar T. Kolda Daniel M. Dunlavy 58 290 0 17 May 2011
Estimation of low-rank tensors via convex optimization Ryota Tomioka K. Hayashi H. Kashima 105 208 0 05 Oct 2010
Temporal Link Prediction using Matrix and Tensor Factorizations Daniel M. Dunlavy T. Kolda E. Acar 67 534 0 21 May 2010