Compressed Sensing and Its Applications: Third International Matheon Conference 2017 - Couverture rigide

Livre 79 sur 88: Applied and Numerical Harmonic Analysis
 
9783319730738: Compressed Sensing and Its Applications: Third International Matheon Conference 2017

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Autres éditions populaires du même titre

9783319730752: Compressed Sensing and Its Applications: Third International MATHEON Conference 2017

Edition présentée

ISBN 10 :  3319730754 ISBN 13 :  9783319730752
Couverture souple