Compressed Sensing and Its Applications Third International MATHEON Conference 2017
Aus der Reihe
Applied and Numerical Harmonic Analysis
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- Hardcover ausgewählt
- Taschenbuch
- eBook
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Sprache:Englisch
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Auflage:1st ed. 2019
Fr. 171.00
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Gebundene Ausgabe
Erscheinungsdatum
14.08.2019
Abbildungen
XVII, 295 p. 57 illus., 39 illus. in color.
Herausgeber
Holger Boche + weitereVerlag
SpringerSeitenzahl
295
Maße (L/B/H)
24.1/16/2.3 cm
Gewicht
641 g
Auflage
1st ed. 2019
Sprache
Englisch
ISBN
978-3-319-73073-8
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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