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Compressed Sensing and its Applications - Second International MATHEON Conference 2015 (Hardcover, 1st ed. 2017)
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Compressed Sensing and its Applications - Second International MATHEON Conference 2015 (Hardcover, 1st ed. 2017)
Series: Applied and Numerical Harmonic Analysis
Expected to ship within 10 - 15 working days
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This contributed volume contains articles written by the plenary
and invited speakers from the second international MATHEON Workshop
2015 that focus on applications of compressed sensing. Article
authors address their techniques for solving the problems of
compressed sensing, as well as connections to related areas like
detecting community-like structures in graphs, curbatures on
Grassmanians, and randomized tensor train singular value
decompositions. Some of the novel applications covered include
dimensionality reduction, information theory, random matrices,
sparse approximation, and sparse recovery. This book is aimed at
both graduate students and researchers in the areas of applied
mathematics, computer science, and engineering, as well as other
applied scientists exploring the potential applications for the
novel methodology of compressed sensing. An introduction to the
subject of compressed sensing is also provided for researchers
interested in the field who are not as familiar with it.
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