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Computing Low-Rank Approximations of Large-Scale Matrices with the Tensor Network Randomized SVD - MaRDI portal

Computing Low-Rank Approximations of Large-Scale Matrices with the Tensor Network Randomized SVD (Q4584919)

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scientific article; zbMATH DE number 6932067
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Computing Low-Rank Approximations of Large-Scale Matrices with the Tensor Network Randomized SVD
scientific article; zbMATH DE number 6932067

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    Computing Low-Rank Approximations of Large-Scale Matrices with the Tensor Network Randomized SVD (English)
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    5 September 2018
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    curse of dimensionality
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    low-rank tensor approximation
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    matrix factorization
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    matrix product operator
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    singular value decompositon (SVD)
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    tensor network
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    tensor train (TT) decomposition
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    randomized algorithm
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