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Keyword

tensor completion

Description: A statistical and computational task of estimating missing entries in a partially observed multidimensional array, or tensor.
Wikidata ID: wiki/Q137784231
OpenAlex ID: keywords/tensor-completion
Tensor Completion for Estimating Missing Values in Visual Data
2012 · Ji Liu, Przemyslaw Musialski, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2,064
A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion
2013 · Yangyang Xu, Wotao Yin · SIAM Journal on Imaging Sciences · 1,160
Novel Methods for Multilinear Data Completion and De-noising Based on Tensor-SVD
2014 · Zemin Zhang, Gregory Ely, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 839
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Tensor completion and low-n-rank tensor recovery via convex optimization
2011 · Silvia Gandy, Benjamin Recht, et al. · Inverse Problems · 737
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Exact Tensor Completion Using t-SVD
2016 · Zemin Zhang, Shuchin Aeron · IEEE Transactions on Signal Processing · 657
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Scalable tensor factorizations for incomplete data
2010 · Evrim Acar, Daniel M. Dunlavy, et al. · Chemometrics and Intelligent Laboratory Systems · 602
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Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination
2015 · Qibin Zhao, Liqing Zhang, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 587
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Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization
2016 · Canyi Lu, Jiashi Feng, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 571
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Efficient Tensor Completion for Color Image and Video Recovery: Low-Rank Tensor Train
2017 · Johann A. Bengua, Ho N. Phien, et al. · IEEE Transactions on Image Processing · 460
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Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions
2016 · Andrzej Cichocki, Namgil Lee, et al. · Foundations and Trends® in Machine Learning · 456
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Robust Low-Rank Tensor Recovery: Models and Algorithms
2014 · Donald Goldfarb, Zhiwei (Tony) Qin · SIAM Journal on Matrix Analysis and Applications · 408
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Model Reduction and Approximation
2017 · Benner, Peter, Cohen, Albert, et al. · Society for Industrial and Applied Mathematics eBooks · 390
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A Bayesian tensor decomposition approach for spatiotemporal traffic data imputation
2018 · Xinyu Chen, Zhaocheng He, et al. · Transportation Research Part C Emerging Technologies · 371
Kronecker-Basis-Representation Based Tensor Sparsity and Its Applications to Tensor Recovery
2017 · Qi Xie, Qian Zhao, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 319
Low-rank tensor completion by Riemannian optimization
2013 · Daniel Kressner, Michael Steinlechner, et al. · BIT Numerical Mathematics · 289
Smooth PARAFAC Decomposition for Tensor Completion
2016 · Tatsuya Yokota, Qibin Zhao, et al. · IEEE Transactions on Signal Processing · 278
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Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery
2013 · Mu, Cun, Huang, Bo, et al. · arXiv (Cornell University) · 250
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On Tensor Completion via Nuclear Norm Minimization
2015 · Ming Yuan, Cun-Hui Zhang · Foundations of Computational Mathematics · 236
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Robust tensor completion using transformed tensor singular value decomposition
2020 · Guangjing Song, Michael K. Ng, et al. · Numerical Linear Algebra with Applications · 231
Tensor Completion Algorithms in Big Data Analytics
2019 · Qingquan Song, Hancheng Ge, et al. · ACM Transactions on Knowledge Discovery from Data · 230
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Nonlocal Low-Rank Tensor Completion for Visual Data
2019 · Lefei Zhang, Liangchen Song, et al. · IEEE Transactions on Cybernetics · 222
Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion
2019 · Longhao Yuan, Chao Li, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 200
Simultaneous Tensor Decomposition and Completion Using Factor Priors
2013 · Yi-Lei Chen, Chiou-Ting Hsu, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 183
Breaking the Curse of Dimensionality Using Decompositions of Incomplete Tensors: Tensor-based scientific computing in big data analysis
2014 · Nico Vervliet, Otto Debals, et al. · IEEE Signal Processing Magazine · 179
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Tensor completion using total variation and low-rank matrix factorization
2015 · Teng-Yu Ji, Ting-Zhu Huang, et al. · Information Sciences · 173
Works count: 1,503
Citation count: 28,790
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