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Compressed Sensing and Its Applications

Compressed Sensing and Its Applications

Hardcover - 9783319730738
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Beschreibung

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.

Third International MATHEON Conference 2017

Details

Verlag Springer International Publishing
Ersterscheinung 14. August 2019
Maße 23.5 cm x 15.5 cm
Gewicht 641 Gramm
Format Hardcover
ISBN-13 9783319730738
Auflage 1st ed. 2019
Seiten 295

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