Compressed Sensing and Its Applications - Third International MATHEON Conference 2017 (Hardcover, 1st ed. 2019)

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.

General

Imprint:	Birkhauser Verlag AG
Country of origin:	Switzerland
Series:	Applied and Numerical Harmonic Analysis
Release date:	August 2019
First published:	2019
Editors:	Holger Boche • Giuseppe Caire • Robert Calderbank • Gitta Kutyniok • Rudolf Mathar • Philipp Petersen
Dimensions:	235 x 155 x 23mm (L x W x T)
Format:	Hardcover
Pages:	295
Edition:	1st ed. 2019
ISBN-13:	978-3-319-73073-8
Categories:	Books > Science & Mathematics > Mathematics > Calculus & mathematical analysis > Functional analysis Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematical modelling Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Applied optics > General
LSN:	3-319-73073-8
Barcode:	9783319730738

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