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IEEE Signal Processing Magazine· 2015Q1

Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis

Andrzej Cichocki, Danilo P. Mandic, Lieven De Lathauwer, Guoxu Zhou et al.

Short summary

Higher-order tensors (multiway arrays) offer a more versatile data analysis paradigm than traditional matrix models, enabling polynomial models with guaranteed uniqueness under mild conditions.

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Field: Computational Mathematics

Computational MathematicsMathematics