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Algorithms for Sparsity-Constrained Optimization

Language EnglishEnglish
Book Hardback
Book Algorithms for Sparsity-Constrained Optimization Sohail Bahmani
Libristo code: 02006184
Publishers Springer International Publishing AG, October 2013
This thesis presents a wholly new technique in the structural analysis of data that uses a greedy al... Full description
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This thesis presents a wholly new technique in the structural analysis of data that uses a greedy algorithm to derive optimal sparse solutions, enabling faster and more accurate results in formerly problematic areas of machine learning and signal processing.§

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About the book

Full name Algorithms for Sparsity-Constrained Optimization
Author Sohail Bahmani
Language English
Binding Book - Hardback
Date of issue 2013
Number of pages 107
EAN 9783319018805
ISBN 3319018809
Libristo code 02006184
Publishers Springer International Publishing AG
Weight 354
Dimensions 241 x 166 x 15

Categories

Mathematics & Science > Mathematics > Applied mathematics > Mathematical modelling
Technology, Engineering, Agriculture > Other technologies & applied sciences > Applied optics > Imaging systems & technology
Computing & Information Technology > Computer science > Artificial intelligence > Computer vision
Technology, Engineering, Agriculture > Technology: general issues > Engineering: general
Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering
Computing & Information Technology > Computer science > Signal processing
Computing & Information Technology > Computer science > Image processing
Computing & Information Technology > Graphical & digital media applications
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