An Approximation Theory Viewpoint
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Learning Theory by Felipe Cucker
Book DescriptionThe 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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Book DetailsISBN: 9780521865593
(228mm x 152mm x 17mm)
Imprint: Cambridge University Press
Publisher: Cambridge University Press
Publish Date: 29-Mar-2007
Country of Publication: United Kingdom
Books By Author Felipe Cucker
Manifold Mirrors, Hardback (April 2013)
This fascinating book will interest anyone wanting to learn more about the relationship between mathematics and the arts.
Foundations of Computational Mathematics, Budapest 2011, Paperback (November 2012)
A diverse collection of articles by leading experts in computational mathematics, written to appeal to established researchers and non-experts.
Foundations of Computational Mathematics, Hong Kong 2008, Paperback (July 2009)
Surveys and summaries of the latest research in numerical analysis, optimization, computer algebra and scientific computing.
Foundations of Computational Mathematics, Minneapolis 2002, Paperback (March 2004)» View all books by Felipe Cucker
This volume, first published in 2004, contains the plenary invited talks given at main conference in the subject.
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Author Biography - Felipe Cucker
Felipe Cucker is a Professor of Mathematics at the City University of Hong Kong. Ding Xuan Zhou is an Associate Professor in the Department of Mathematics at the City University of Hong Kong.
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