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Books > Computing & IT > Applications of computing > Image processing

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Algorithms for Sparsity-Constrained Optimization (Hardcover, 2014 ed.) Loot Price: R4,947

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Algorithms for Sparsity-Constrained Optimization (Hardcover, 2014 ed.): Sohail Bahmani

Algorithms for Sparsity-Constrained Optimization (Hardcover, 2014 ed.)

Sohail Bahmani

Series: Springer Theses, 261

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Loot Price R4,947 Discovery Miles 49 470 | Repayment Terms: R464 pm x 12*

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This thesis demonstrates techniques that provide faster and more accurate solutions to a variety of problems in machine learning and signal processing. The author proposes a "greedy" algorithm, deriving sparse solutions with guarantees of optimality. The use of this algorithm removes many of the inaccuracies that occurred with the use of previous models.

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Series:	Springer Theses, 261
Release date:	October 2013
First published:	2014
Authors:	Sohail Bahmani
Dimensions:	235 x 155 x 15mm (L x W x T)
Format:	Hardcover
Pages:	107
Edition:	2014 ed.
ISBN-13:	978-3-319-01880-5
Categories:	Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematical modelling Books > Computing & IT > Applications of computing > Image processing > General Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Applied optics > General Promotions
LSN:	3-319-01880-9
Barcode:	9783319018805