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Learning Theory

An Approximation Theory Viewpoint

Language EnglishEnglish
Book Hardback
Book Learning Theory Felipe Cucker
Libristo code: 04443712
Publishers Cambridge University Press, March 2007
The goal of learning theory is to approximate a function from sample values. To attain this goal lea... Full description
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The goal of learning theory is to approximate a function from sample values. To attain this goal learning theory draws on a variety of diverse subjects, specifically statistics, approximation theory, and algorithmics. Ideas from all these areas blended to form a subject whose many successful applications have triggered a rapid growth during the last two decades. This is the first book to give a general overview of the theoretical foundations of the subject emphasizing the approximation theory, while still giving a balanced overview. It is based on courses taught by the authors, and is reasonably self-contained so will appeal to a broad spectrum of researchers in learning theory and adjacent fields. It will also serve as an introduction for graduate students and others entering the field, who wish to see how the problems raised in learning theory relate to other disciplines.

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About the book

Full name Learning Theory
Author Felipe Cucker
Language English
Binding Book - Hardback
Date of issue 2007
Number of pages 238
EAN 9780521865593
ISBN 052186559X
Libristo code 04443712
Weight 498
Dimensions 160 x 236 x 17
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