Matrix and Tensor Decompositions in Signal Processing, Volume 2
Seiten
2021
ISTE Ltd and John Wiley & Sons Inc (Verlag)
978-1-78630-155-0 (ISBN)
ISTE Ltd and John Wiley & Sons Inc (Verlag)
978-1-78630-155-0 (ISBN)
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.
FAVIER Gérard, Emeritus Research Director at CNRS.
Volume 2
1. Matrix decompositions
2. Tensor decompositions
3. Tensor networks
4. Parametric estimation of tensor decompositions
5. Recovery of low rank matrix reconnects (LRMR) and low-tensor recovery (LRTR)
Erscheinungsdatum | 15.11.2018 |
---|---|
Verlagsort | London |
Sprache | englisch |
Maße | 10 x 10 mm |
Gewicht | 454 g |
Themenwelt | Mathematik / Informatik ► Informatik |
Technik ► Elektrotechnik / Energietechnik | |
ISBN-10 | 1-78630-155-5 / 1786301555 |
ISBN-13 | 978-1-78630-155-0 / 9781786301550 |
Zustand | Neuware |
Haben Sie eine Frage zum Produkt? |
Mehr entdecken
aus dem Bereich
aus dem Bereich
den digitalen Office-Notizblock effizient nutzen für PC, Tablet und …
Buch | Softcover (2023)
Markt + Technik Verlag
9,95 €
Buch | Softcover (2023)
BILDNER Verlag
49,90 €