Compressed Sensing and Its Applications : Third International MATHEON Conference 2017
1st ed. 2019
Book Details
Format
Hardback or Cased Book
Book Series
Applied and Numerical Harmonic Analysis
ISBN-10
3319730738
ISBN-13
9783319730738
Edition
1st ed. 2019
Publisher
Birkhauser Verlag AG
Imprint
Birkhauser Verlag AG
Country of Manufacture
CH
Country of Publication
GB
Publication Date
Aug 14th, 2019
Print length
295 Pages
Weight
616 grams
Dimensions
16.50 x 24.20 x 2.30 cms
Ksh 19,800.00
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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.
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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