Randomized Tensor Ring Decomposition and Its Application to Large-scale
Data Reconstruction

Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction

7 January 2019

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Papers citing "Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction"

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Title
NeuronSeek: On Stability and Expressivity of Task-driven Neurons Hanyu Pei Jing-Xiao Liao Qibin Zhao Ting Gao Shijun Zhang Xiaoge Zhang Feng-Lei Fan OOD 23 0 0 01 Jun 2025
Nonconvex Robust High-Order Tensor Completion Using Randomized Low-Rank Approximation Wenjin Qin Hailin Wang Feng Zhang Weijun Ma Jianjun Wang Tingwen Huang 50 7 0 19 May 2023
Scalable and Robust Tensor Ring Decomposition for Large-scale Data Yicong He George Atia 49 1 0 15 May 2023
Towards Efficient and Accurate Approximation: Tensor Decomposition Based on Randomized Block Krylov Iteration Y. Qiu Weijun Sun Guoxu Zhou Qianchuan Zhao 121 4 0 27 Nov 2022
Sampling-Based Decomposition Algorithms for Arbitrary Tensor Networks Osman Asif Malik V. Bharadwaj Riley Murray 44 4 0 07 Oct 2022
Defensive Tensorization Adrian Bulat Jean Kossaifi S. Bhattacharya Yannis Panagakis Timothy M. Hospedales Georgios Tzimiropoulos Nicholas D. Lane Maja Pantic AAML 28 4 0 26 Oct 2021
More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees Osman Asif Malik 63 15 0 14 Oct 2021
Fast Hypergraph Regularized Nonnegative Tensor Ring Factorization Based on Low-Rank Approximation Xinhai Zhao Yuyuan Yu Guoxu Zhou Qibin Zhao Weijun Sun 39 0 0 06 Sep 2021
Efficient Tensor Contraction via Fast Count Sketch Xingyu Cao Jiani Liu 44 0 0 24 Jun 2021
A Coupled Random Projection Approach to Large-Scale Canonical Polyadic Decomposition Lu-Ming Wang Ya-Nan Wang Xiaofeng Gong Qiuhua Lin Fei Xiang 47 0 0 10 May 2021
Tensor Dropout for Robust Learning Arinbjorn Kolbeinsson Jean Kossaifi Yannis Panagakis Adrian Bulat Anima Anandkumar I. Tzoulaki Paul Matthews OOD 139 2 0 27 Feb 2019