BÜCHER VERSANDKOSTENFREI INNERHALB DEUTSCHLANDS
eBook
Compressed Sensing and Its Applications
Third International MATHEON Conference 2017
Springer International Publishing
ISBN 978-3-319-73074-5
Standardpreis
Bibliografische Daten
eBook. PDF. Weiches DRM (Wasserzeichen)
2019
XVII, 295 p. 57 illus., 39 illus. in color..
In englischer Sprache
Umfang: 295 S.
Verlag: Springer International Publishing
ISBN: 978-3-319-73074-5
Weiterführende bibliografische Daten
Das Werk ist Teil der Reihe: Applied and Numerical Harmonic Analysis
Produktbeschreibung
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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