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01/17/2023
Randomized GCUR decompositions
By exploiting the random sampling techniques, this paper derives an effi...
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03/23/2022
A fast randomized algorithm for computing a hybrid CUR-type Tucker decomposition
The paper develops a fast randomized algorithm for computing a hybrid CU...
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03/05/2022
A randomized singular value decomposition for third-order oriented tensors
The oriented singular value decomposition (O-SVD) proposed in [Numer. Li...
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11/29/2021
Incremental tensor regularized least squares with multiple right-hand sides
Solving linear discrete ill-posed problems for third order tensor equati...
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09/23/2021
A note on perturbation analysis for T-product based tensor singular values
In this note, we present perturbation analysis for the T-product based t...
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08/09/2021
On some tensor inequalities based on the t-product
In this work, we investigate the tensor inequalities in the tensor t-pro...
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07/20/2021
Perturbation analysis for t-product based tensor inverse, Moore-Penrose inverse and tensor system
This paper establishes some perturbation analysis for the tensor inverse...
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06/30/2021