Compressed Sensing and Its Applications: Third International MATHEON Conference 2017 (1st ed. 2019) (Applied and Numerical Harmonic Analysis)

By: Holger Boche and Giuseppe Caire and Robert Calderbank and Gitta Kutyniok and Rudolf Mathar and Philipp Petersen

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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 sensingClassificationMachine learningOracle inequalitiesNon-convex optimizationImage reconstructionStatistical learning theoryThis 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.

Book Quality:: Publisher Quality
ISBN-13:: 9783319730745
Related ISBNs:: 9783319730738
Publisher:: Springer International Publishing
Date of Addition:: 08/30/19
Copyrighted By:: Springer
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Computers and Internet, Technology, Mathematics and Statistics
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.
Edited by:: Holger Boche
Edited by:: Giuseppe Caire
Edited by:: Robert Calderbank
Edited by:: Gitta Kutyniok
Edited by:: Rudolf Mathar
Edited by:: Philipp Petersen