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Compressed Sensing and Its Applications

- Third International MATHEON Conference 2017
Engelsk Hardback

Compressed Sensing and Its Applications

- Third International MATHEON Conference 2017
Engelsk Hardback
Tjek vores konkurrenters priser
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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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.

Produktdetaljer
Sprog: Engelsk
Sider: 295
ISBN-13: 9783319730738
Indbinding: Hardback
Udgave:
ISBN-10: 3319730738
Udg. Dato: 14 aug 2019
Længde: 23mm
Bredde: 242mm
Højde: 165mm
Forlag: Birkhauser Verlag AG
Oplagsdato: 14 aug 2019
Forfatter(e):
Forfatter(e)


Kategori Funktionsanalyse og transformation


ISBN-13 9783319730738


Sprog Engelsk


Indbinding Hardback


Sider 295


Udgave


Længde 23mm


Bredde 242mm


Højde 165mm


Udg. Dato 14 aug 2019


Oplagsdato 14 aug 2019


Forlag Birkhauser Verlag AG

Kategori sammenhænge