Compressed Sensing and its Applications
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Springer International Publishing
Naturwissenschaften, Medizin, Informatik, Technik / Sonstiges
Beschreibung
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.
Kundenbewertungen
Information Theory, Sparse Recovery, Dimensionality Reduction, Fourier phase retrieval, Hilbert spaces, Random Matrices, stochastic block model, Sparse Approximation, sparse probability measures, information and communication, circuits, matrix theory, Compressed Sensing