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Effective algorithms for tensor train decomposition via the UTV framework

Wang, Yuchao et al.
arXiv (All) · Papers
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15a69numerical-analysis
The tensor-train (TT) decomposition is widely used to compress large tensors into a more compact form by exploiting their inherent data structures. A fundamental approach for constructing the TT format is the well-known TT-SVD method, which performs singular value decompositions (SVDs) on the succes
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