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Compressed Sensing and Its Applications: Third International Matheon Conference 2017 2019 Edition
Contributor(s): Boche, Holger (Editor), Caire, Giuseppe (Editor), Calderbank, Robert (Editor)
ISBN: 3319730738     ISBN-13: 9783319730738
Publisher: Birkhauser
OUR PRICE:   $132.99  
Product Type: Hardcover
Published: August 2019
Qty:
Additional Information
BISAC Categories:
- Mathematics | Applied
- Computers | Information Theory
- Technology & Engineering | Electronics - General
Dewey: 003.54
Series: Applied and Numerical Harmonic Analysis
Physical Information: 0.75" H x 6.14" W x 9.21" (1.36 lbs) 295 pages
 
Descriptions, Reviews, Etc.
Publisher Description:
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.