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Applied and Numerical Harmonic Analysis

Compressed Sensing and Its Applications

Third International MATHEON Conference 2017

Editors: Boche, H., Caire, G., Calderbank, R., Kutyniok, G., Mathar, R., Petersen, P. (Eds.)

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  • Highlights state-of-the-art applications and methodologies of compressed sensing
  • Contains chapters written by leading experts in the fields of compressed sensing and deep learning
  • Includes a self-contained introduction to the theory and applications of compressed sensing
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eBook $109.00
price for USA in USD (gross)
  • Due: August 13, 2019
  • ISBN 978-3-319-73074-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
Hardcover $139.99
price for USA in USD
  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week).
  • Due: August 14, 2019
  • ISBN 978-3-319-73073-8
  • Free shipping for individuals worldwide
About this book

The chapters in this volume highlight the state-of-the-art of compressed sensing and are based on talks given at the third international MATHEON conference on the same topic, held from December 4-8, 2017 at the Technical University in Berlin. In addition to methods in compressed sensing, chapters provide insights into cutting edge applications of deep learning in data science, highlighting the overlapping ideas and methods that connect the fields of compressed sensing and deep learning. Specific topics covered include:

  • Quantized compressed sensing
  • Classification
  • Machine learning
  • Oracle inequalities
  • Non-convex optimization
  • Image reconstruction
  • Statistical learning theory
This volume will be a valuable resource for graduate students and researchers in the areas of mathematics, computer science, and engineering, as well as other applied scientists exploring potential applications of compressed sensing.

Table of contents (9 chapters)

Table of contents (9 chapters)

Buy this book

eBook $109.00
price for USA in USD (gross)
  • Due: August 13, 2019
  • ISBN 978-3-319-73074-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
Hardcover $139.99
price for USA in USD
  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week).
  • Due: August 14, 2019
  • ISBN 978-3-319-73073-8
  • Free shipping for individuals worldwide
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Bibliographic Information

Bibliographic Information
Book Title
Compressed Sensing and Its Applications
Book Subtitle
Third International MATHEON Conference 2017
Editors
  • Holger Boche
  • Giuseppe Caire
  • Robert Calderbank
  • Gitta Kutyniok
  • Rudolf Mathar
  • Philipp Petersen
Series Title
Applied and Numerical Harmonic Analysis
Copyright
2019
Publisher
Birkhäuser Basel
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-319-73074-5
DOI
10.1007/978-3-319-73074-5
Hardcover ISBN
978-3-319-73073-8
Series ISSN
2296-5009
Edition Number
1
Number of Pages
XVII, 295
Number of Illustrations
18 b/w illustrations, 39 illustrations in colour
Topics