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978-3-319-69802-1
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9783319698021
978-3-319-69802-1
10.1007/978-3-319-69802-1
doi
ISI Library, Kolkata
Q350-390
QA10.4
PBW
bicssc
MAT003000
bisacsh
PBW
thema
519
23
Compressed Sensing and its Applications
[electronic resource] :
Second International MATHEON Conference 2015 /
edited by Holger Boche, Giuseppe Caire, Robert Calderbank, Maximilian März, Gitta Kutyniok, Rudolf Mathar.
Cham :
Springer International Publishing :
Imprint: Birkhäuser,
2017.
XIX, 388 p. 77 illus., 57 illus. in color.
online resource.
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Applied and Numerical Harmonic Analysis,
2296-5009
Preface -- On the Global-Local Dichotomy in Sparsity Modeling, Batenkov, Romano, Elad -- Fourier Phase Retrieval: Uniqueness and Algorithms, Bendory, Beinert, Eldar -- Compressed Sensing Approaches for Polynomial Approximation of High-Dimensional Functions, Adcock, Brugiapaglia, Webster -- Multisection in the Stochastic Block Model using Semidefinite Programming, Agarwal, Bandeira, Koiliaris, Kolla -- Recovering Signals with Unknown Sparsity in Multiple Dictionaries, Ahmad, Schniter -- Compressive Classification and the Rare Eclipse Problem, Bandeira, Mixon, Recht -- Weak Phase Retrieval, Bothelo-Andrade, Casazza, Ghoreishi, Jose, Tremain -- Cubatures on Grassmannians: Moments, Dimension Reduction, and Related Topics, Breger, Ehler, Gräf, Peter -- A Randomized Tensor Train Singular Value Decomposition, Huber, Schneider, Wolf -- Versatile and Scalable Cosparse Methods for Phsyics-driven Inverse Problems, Kitić, Bensiad, Albera, Bertin, Gribonval -- Total Variation Minimization in Compressed Sensing, Felix Krahmer, Kruschel, Sandbichler -- Compressed Sensing in Hilbert Spaces, Traonmilin, Puy, Gribonval, Davies.
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. .
Mathematics.
Numerical analysis.
Coding theory.
Matrix theory.
Computer science.
Information and Communication, Circuits.
http://scigraph.springernature.com/things/product-market-codes/M13038
Numerical Analysis.
http://scigraph.springernature.com/things/product-market-codes/M14050
Signal, Image and Speech Processing.
http://scigraph.springernature.com/things/product-market-codes/T24051
Coding and Information Theory.
http://scigraph.springernature.com/things/product-market-codes/I15041
Linear and Multilinear Algebras, Matrix Theory.
http://scigraph.springernature.com/things/product-market-codes/M11094
Computational Science and Engineering.
http://scigraph.springernature.com/things/product-market-codes/M14026
Boche, Holger.
editor.
edt
http://id.loc.gov/vocabulary/relators/edt
Caire, Giuseppe.
editor.
edt
http://id.loc.gov/vocabulary/relators/edt
Calderbank, Robert.
editor.
edt
http://id.loc.gov/vocabulary/relators/edt
März, Maximilian.
editor.
edt
http://id.loc.gov/vocabulary/relators/edt
Kutyniok, Gitta.
editor.
edt
http://id.loc.gov/vocabulary/relators/edt
Mathar, Rudolf.
editor.
edt
http://id.loc.gov/vocabulary/relators/edt
SpringerLink (Online service)
Springer eBooks
Printed edition:
9783319698014
Printed edition:
9783319698038
Printed edition:
9783319888453
Applied and Numerical Harmonic Analysis,
2296-5009
https://doi.org/10.1007/978-3-319-69802-1
ZDB-2-SMA
EB
Mathematics and Statistics (Springer-11649)
427305
427305