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 w...
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| Autor principal: | |
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| Autor Corporativo: | |
| Formato: | Recurso Electrónico livro electrónico |
| Idioma: | inglês |
| Publicado em: |
Cambridge ; New York :
Cambridge University Press,
2011.
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| Colecção: | Cambridge monographs on applied and computational mathematics ;
20. |
| Assuntos: | |
| Acesso em linha: | An electronic book accessible through the World Wide Web; click to view |
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Sumário:
- 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.