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12/12/2022
Tensor Factorization via Transformed Tensor-Tensor Product for Image Alignment
In this paper, we study the problem of a batch of linearly correlated im...
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08/17/2022
Sparse Nonnegative Tucker Decomposition and Completion under Noisy Observations
Tensor decomposition is a powerful tool for extracting physically meanin...
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12/16/2020
On O( max{n_1, n_2 }log ( max{ n_1, n_2 } n_3) ) Sample Entries for n_1 × n_2 × n_3 Tensor Completion via Unitary Transformation
One of the key problems in tensor completion is the number of uniformly ...
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07/21/2020
Sparse Nonnegative Tensor Factorization and Completion with Noisy Observations
In this paper, we study the sparse nonnegative tensor factorization and ...
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10/21/2019
Orthogonal Nonnegative Tucker Decomposition
In this paper, we study the nonnegative tensor data and propose an ortho...
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07/02/2019