Computers & Internet Books:

Cambridge Monographs on Applied and Computational Mathematics: Series Number 24

Format

Hardback

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Cambridge Monographs on Applied and Computational Mathematics: Series Number 24 by Felipe Cucker
$204.00

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Description

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.

Author Biography

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.
Release date NZ
March 29th, 2007
Country of Publication
United Kingdom
Illustrations
20 Line drawings, unspecified
Imprint
Cambridge University Press
Pages
238
Dimensions
160x231x17
ISBN-13
9780521865593
Product ID
1772472

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