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Application Multilineaire

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Preview of Archived
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Archived (SurveyMSL_PR2011.pdf)

1.35 MBEN 35 pages
A survey of multilinear subspace learning (MSL) for dimensionality reduction of multidimensional data directly from their tensorial representations, discussing...
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Preview of Tensor Decompositions
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Tensor Decompositions (SPM-Cichocki-Mandic---DeLathauwer.pdf)

5.18 MBEN 23 pages
Tensor decompositions enable a paradigm shift in data analysis, moving from standard matrix models to more versatile multiway arrays. This allows for polynomial models with guaranteed uniqueness under mild conditions. Tensor decompositions offer great flexibility in choosing...
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