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Compressed Sensing and its Applications

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Compressed Sensing and its Applications

Second International MATHEON Conference 2015

Collectif

Birkhäuser
Collection: Applied and Numerical Harmonic Analysis
Publication date : 2018-01-17

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This contributed volume contains articles written by the plenary and invited speakers from the second international MATHEON Workshop 2015 that focus on applications of compressed sensing. Article authors address their techniques for solving the problems of compressed sensing, as well as connections to related areas like detecting community-like structures in graphs, curbatures on Grassmanians, and randomized tensor train singular value decompositions. Some of the novel applications covered include dimensionality reduction, information theory, random matrices, sparse approximation, and sparse recovery.

This book is aimed at both graduate students and researchers in the areas of applied mathematics, computer science, and engineering, as well as other applied scientists exploring the potential applications for the novel methodology of compressed sensing. An introduction to the subject of compressed sensing is also provided for researchers interested in the field who are not as familiar with it.

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About the book

Author

Collectif

Imprint

Birkhäuser

Collection

Applied and Numerical Harmonic Analysis

Publication date

2018-01-17

Pages

388 pages

Print ISBN

9783319698014

Language

English

Ebook informations

EAN PDF

9783319698021

Price

£89.50

Copy count 3

Print count 38

File size 8786 Ko

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