Computational Learning Theory

Name: Computational Learning Theory
Brand: Cambridge University Press
SKU: 9780521599221
Price: 8300 KES
Availability: OutOfStock
ISBN: 9780521599221

by M. H. G. Anthony , N. Biggs

Book Details

Format Paperback / softback

Book Series Cambridge Tracts in Theoretical Computer Science

ISBN-10 0521599229

ISBN-13 9780521599221

Publisher Cambridge University Press

Imprint Cambridge University Press

Country of Manufacture GB

Country of Publication GB

Publication Date Feb 27th, 1997

Print length 172 Pages

Weight 316 grams

Dimensions 17.20 x 24.40 x 1.50 cms

Product Classification: Machine learning

KSh 8,300.00

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This is a self contained volume in which the authors concentrate on the 'probably approximately correct model'. 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.

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.

Get Computational Learning Theory by M. H. G. Anthony, N. Biggs at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Cambridge University Press and it has 172 pages.