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Matrix and Tensor Decompositions in Signal Processing, Volume 2

Matrix and Tensor Decompositions in Signal Processing, Volume 2

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Matrix and Tensor Decompositions in Signal Processing, Volume 2

Matrix and Tensor Decompositions in Signal Processing, Volume 2

Category

Data Analysis

Algorithms

Author

Gérard Favier

Publication

Wiley-ISTE

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The second volume will deal with a presentation of the main matrix and tensor decompositions and their properties of uniqueness, as well as very useful tensor networks for the analysis of massive data. Parametric estimation algorithms will be presented for the identification of the main tensor decompositions. After a brief historical review of the compressed sampling methods, an overview of the main methods of retrieving matrices and tensors with missing data will be performed under the low rank hypothesis. Illustrative examples will be provided.

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ISBN-10

ISBN-13

9781786301550

Publisher

Wiley-ISTE

Price

100

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PDF

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0

Gérard Favier

About the Author

FAVIER Grard, Emeritus Research Director at CNRS.

--This text refers to the hardcover edition.

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