05773nam 22008535 450 991025545590332120200630150727.03-319-69802-810.1007/978-3-319-69802-1(CKB)4100000001794750(DE-He213)978-3-319-69802-1(MiAaPQ)EBC5228470(PPN)223955841(EXLCZ)99410000000179475020180117d2017 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierCompressed Sensing and its Applications Second International MATHEON Conference 2015 /edited by Holger Boche, Giuseppe Caire, Robert Calderbank, Maximilian März, Gitta Kutyniok, Rudolf Mathar1st ed. 2017.Cham :Springer International Publishing :Imprint: Birkhäuser,2017.1 online resource (XIX, 388 p. 77 illus., 57 illus. in color.) Applied and Numerical Harmonic Analysis,2296-50093-319-69801-X Includes bibliographical references at the end of each chapters.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. .Applied and Numerical Harmonic Analysis,2296-5009Information theoryNumerical analysisSignal processingImage processingSpeech processing systemsCoding theoryMatrix theoryAlgebraComputer mathematicsInformation and Communication, Circuitshttps://scigraph.springernature.com/ontologies/product-market-codes/M13038Numerical Analysishttps://scigraph.springernature.com/ontologies/product-market-codes/M14050Signal, Image and Speech Processinghttps://scigraph.springernature.com/ontologies/product-market-codes/T24051Coding and Information Theoryhttps://scigraph.springernature.com/ontologies/product-market-codes/I15041Linear and Multilinear Algebras, Matrix Theoryhttps://scigraph.springernature.com/ontologies/product-market-codes/M11094Computational Science and Engineeringhttps://scigraph.springernature.com/ontologies/product-market-codes/M14026Information theory.Numerical analysis.Signal processing.Image processing.Speech processing systems.Coding theory.Matrix theory.Algebra.Computer mathematics.Information and Communication, Circuits.Numerical Analysis.Signal, Image and Speech Processing.Coding and Information Theory.Linear and Multilinear Algebras, Matrix Theory.Computational Science and Engineering.006.6Boche Holgeredthttp://id.loc.gov/vocabulary/relators/edtCaire Giuseppeedthttp://id.loc.gov/vocabulary/relators/edtCalderbank Robertedthttp://id.loc.gov/vocabulary/relators/edtMärz Maximilianedthttp://id.loc.gov/vocabulary/relators/edtKutyniok Gittaedthttp://id.loc.gov/vocabulary/relators/edtMathar Rudolfedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910255455903321Compressed sensing and its applications1522582UNINA