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Matrix and Tensor Decompositions in Signal Processing, Volume 2

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Matrix and Tensor Decompositions in Signal Processing, Volume 2

Gérard Favier

Wiley-ISTE
Publication date : 2021-08-17

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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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About the book

Author

Gérard Favier

Imprint

Wiley-ISTE

Collection

n.c

Publication date

2021-08-17

Pages

384 pages

Print ISBN

9781786301550

Language

English

Ebook informations

EAN PDF

9781119700982

Price

£119.16

Copy count 0

Print count 384

File size 3574 Ko

Informations accessibility

EAN EPUB

9781119700968

Price

£119.16

Copy count 0

Print count 384

File size 25252 Ko

Informations accessibility

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About author(s)

Gérard Favier

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