The Resource Greedy approximation, Vladimir Temlyakov, (ebook)

Greedy approximation, Vladimir Temlyakov, (ebook)

Label
Greedy approximation
Title
Greedy approximation
Statement of responsibility
Vladimir Temlyakov
Creator
Contributor
Subject
Genre
Language
eng
Summary
"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 without proof. We included proofs of the most important and typical results; and we tried to include those proofs which demonstrate different ideas and are based on different techniques. In this sense the book has a feature of a survey - it tries to cover broad material. On the other hand, we limit ourselves to a systematic treatment of a specific topic rather than trying to give an overview of all related topics. In this sense the book is close to a textbook. There are many papers on theoretical and computational aspects of greedy approximation, learning theory and compressed sensing. We have chosen to cover the mathematical foundations of greedy approximation, learning theory and compressed sensing. The book is addressed to researchers working in numerical mathematics, analysis, functional analysis and statistics. It quickly takes the reader from classical results to the frontier of the unknown, but is written at the level of a graduate course and does not require a broad background in order to understand the topics"--
Member of
Assigning source
Provided by publisher
Cataloging source
MiAaPQ
http://library.link/vocab/creatorDate
1953-
http://library.link/vocab/creatorName
Temlyakov, Vladimir
Dewey number
518/.5
Index
index present
LC call number
QA221
LC item number
.T455 2011
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • NC Live eBook Central
  • ProQuest (Firm)
Series statement
Cambridge monographs on applied and computational mathematics
Series volume
20
http://library.link/vocab/subjectName
Approximation theory
Label
Greedy approximation, Vladimir Temlyakov, (ebook)
Link
https://ebookcentral.proquest.com/lib/cmlibrary-ebooks/detail.action?docID=807191
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
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
Dimensions
unknown
Extent
xiv, 418 p.
Form of item
  • online
  • electronic
Reproduction note
Electronic reproduction. Ann Arbor, MI : ProQuest, 2015. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries.
Specific material designation
remote
System control number
  • EBC807191
  • (MiAaPQ)EBC807191
  • (Au-PeEL)EBL807191
  • (CaPaEBR)ebr10514275
  • (CaONFJC)MIL334243
  • (OCoLC)763159240
Label
Greedy approximation, Vladimir Temlyakov, (ebook)
Link
https://ebookcentral.proquest.com/lib/cmlibrary-ebooks/detail.action?docID=807191
Publication
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
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
Dimensions
unknown
Extent
xiv, 418 p.
Form of item
  • online
  • electronic
Reproduction note
Electronic reproduction. Ann Arbor, MI : ProQuest, 2015. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries.
Specific material designation
remote
System control number
  • EBC807191
  • (MiAaPQ)EBC807191
  • (Au-PeEL)EBL807191
  • (CaPaEBR)ebr10514275
  • (CaONFJC)MIL334243
  • (OCoLC)763159240

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