Compressed Sensing and Its Applications
Compressed Sensing and Its Applications
Buch
- Third International MATHEON Conference 2017
- Herausgeber: Holger Boche, Giuseppe Caire, Philipp Petersen, Gitta Kutyniok, Rudolf Mathar, Robert Calderbank
- Springer International Publishing, 08/2019
- Einband: Gebunden, HC runder Rücken kaschiert
- Sprache: Englisch
- ISBN-13: 9783319730738
- Bestellnummer: 8203922
- Umfang: 316 Seiten
- Nummer der Auflage: 19001
- Auflage: 1st ed. 2019
- Gewicht: 628 g
- Maße: 241 x 161 mm
- Stärke: 27 mm
- Erscheinungstermin: 14.8.2019
- Serie: Applied and Numerical Harmonic Analysis
Achtung: Artikel ist nicht in deutscher Sprache!
Weitere Ausgaben von Compressed Sensing and Its Applications
Klappentext
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.