Greedy approximation

"An introduction to two hot topics in numerical mathematics: learning theory and compressed sensing. This book possesses features of both a survey paper and a textbook. The majority of results are given with proofs. However,some important results with technically involved proofs are presented withou...

Ausführliche Beschreibung

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Bibliographische Detailangaben
1. Verfasser: Temlyakov, Vladimir, 1953-
Körperschaft: ebrary, Inc
Format: Elektronisch E-Book
Sprache:Englisch
Veröffentlicht: Cambridge ; New York : Cambridge University Press, 2011.
Schriftenreihe:Cambridge monographs on applied and computational mathematics ; 20.
Schlagworte:
Online-Zugang:An electronic book accessible through the World Wide Web; click to view
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Inhaltsangabe:
  • Machine generated contents note: Preface; 1. Greedy approximation with respect to bases; 2. Greedy approximation with respect to dictionaries: Hilbert spaces; 3. The entropy; 4. Approximation in learning theory; 5. Approximation in compressed sensing; 6. Greedy approximation with respect to dictionaries: Banach spaces; References; Index.