Computing Low-Rank Approximations of Large-Scale Matrices with the Tensor Network Randomized SVD
SIAM Journal on Matrix Analysis and Applications, 2018Kim Batselier, Wenjian Yu, Ngai Wong
exaly
Incremental SVD-based Tensor-Train Decomposition for Traffic Flow Data
2023 6th International Conference on Artificial Intelligence and Pattern Recognition (AIPR), 2023Jingbo Sun, Shuangyu Liu, Shengsheng He
openaire +1 more source
A Secure High-Order Lanczos-Based Orthogonal Tensor SVD for Big Data Reduction in Cloud Environment
IEEE Transactions on Big Data, 2019Jun Feng, Laurence T Yang, Deqing Zou
exaly
Robust tensor decomposition via t-SVD: Near-optimal statistical guarantee and scalable algorithms
Signal Processing, 2020Andong Wang, Zhong Jin, Guoqing Tang
exaly
Randomized Algorithms for Computing the Generalized Tensor SVD Based on the Tensor Product
Communications on Applied Mathematics and ComputationSalman Ahmadi-Asl +2 more
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Denoising of Rician corrupted 3D magnetic resonance images using tensor -SVD
Biomedical Signal Processing and Control, 2018Sameera V Mohd Sagheer, Sudhish N George
exaly
Robust video hashing with DWT and tensor SVD for copy detection
Expert Systems with ApplicationsZixuan Yu +4 more
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Truncated Hierarchical SVD for image sequences, represented as third order tensor
2017Roumen Kountchev, Roumiana Kountcheva
exaly
The first-kind flexible tensor SVD: innovations in multi-sensor data fusion processing
Nonlinear DynamicsFulei Chu, Chu Fulei
exaly

