Compressed Sensing and Its Applications

Third International MATHEON Conference 2017

Nonfiction, Science & Nature, Mathematics, Mathematical Analysis, Applied
Cover of the book Compressed Sensing and Its Applications by , Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: ISBN: 9783319730745
Publisher: Springer International Publishing Publication: August 13, 2019
Imprint: Birkhäuser Language: English
Author:
ISBN: 9783319730745
Publisher: Springer International Publishing
Publication: August 13, 2019
Imprint: Birkhäuser
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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:

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.

More books from Springer International Publishing

Cover of the book The Hip and Pelvis in Sports Medicine and Primary Care by
Cover of the book Harmonic and Applied Analysis by
Cover of the book The AIDS Pandemic by
Cover of the book Peter van Inwagen by
Cover of the book Community Well-Being and Community Development by
Cover of the book Tracking and Mapping of Spatiotemporal Quantities Using Unicellular Swarm Intelligence by
Cover of the book Convection with Local Thermal Non-Equilibrium and Microfluidic Effects by
Cover of the book Neighbourhood Watch in a Digital Age by
Cover of the book The Making of Catalan Linguistic Identity in Medieval and Early Modern Times by
Cover of the book Positional Plagiocephaly by
Cover of the book Totalitarianism, Terrorism and Supreme Values by
Cover of the book Practical Electrical Engineering by
Cover of the book Creating Marketing Magic and Innovative Future Marketing Trends by
Cover of the book Group Recommender Systems by
Cover of the book Visualising the Charge and Cooper-Pair Density Waves in Cuprates by
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy