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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.

Boekdetails

Serie: Springer Theses
Ondertitel: Springer Theses
Formaat: Hardback
Uitgever: Springer International Publishing AG

Imprint

Springer International Publishing AG

Auteur

Sohail Bahmani, Springer International Publishing AG, Springer International Publishing AG

ISBN-13

9783319018805

Verschijningsdatum

2013-10-18

Afmetingen

155 mm × 235 mm

Land van herkomst

NL

Hardback

Algorithms for Sparsity-Constrained Optimization

door Sohail Bahmani

€ 202,76

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