Computational Learning Theory

M. H. G. Anthony, N. Biggs

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ISBN 10: 0521416035 ISBN 13: 9780521416030

Published by Cambridge University Press, 1992

Language: English

Condition: Used - Fine Hardcover

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Bibliographic Details

Title

Computational Learning Theory

Publisher

Cambridge University Press

Publication Date

1992

Language

English

ISBN 10

0521416035

ISBN 13

9780521416030

Binding

Hardcover

Condition

Sehr gut

Seller catalogs

B�cher

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Synopsis

Computational learning theory is a subject which has been advancing rapidly in the last few years. The authors concentrate on the probably approximately correct model of learning, and gradually develop the ideas of efficiency considerations. Finally, applications of the theory to artificial neural networks are considered. Many exercises are included throughout, and the list of references is extensive. This volume is relatively self contained as the necessary background material from logic, probability and complexity theory is included. It will therefore form an introduction to the theory of computational learning, suitable for a broad spectrum of graduate students from theoretical computer science and mathematics.

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