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Compressed Sensing And Its Applications Third International Matheon Conference 2017 1st Ed 2019 Holger Boche

  • SKU: BELL-10801866
Compressed Sensing And Its Applications Third International Matheon Conference 2017 1st Ed 2019 Holger Boche
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Compressed Sensing And Its Applications Third International Matheon Conference 2017 1st Ed 2019 Holger Boche instant download after payment.

Publisher: Springer International Publishing;Birkhäuser
File Extension: PDF
File size: 6.61 MB
Author: Holger Boche, Giuseppe Caire, Robert Calderbank, Gitta Kutyniok, Rudolf Mathar, Philipp Petersen
ISBN: 9783319730738, 9783319730745, 3319730738, 3319730746
Language: English
Year: 2019
Edition: 1st ed. 2019

Product desciption

Compressed Sensing And Its Applications Third International Matheon Conference 2017 1st Ed 2019 Holger Boche by Holger Boche, Giuseppe Caire, Robert Calderbank, Gitta Kutyniok, Rudolf Mathar, Philipp Petersen 9783319730738, 9783319730745, 3319730738, 3319730746 instant download after payment.

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.

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