Computational Learning Theory

Name: Computational Learning Theory
Brand: Cambridge University Press
SKU: 9780521599221
Price: 330.58 RON
Availability: InStock

Autor: M.H.G. Anthony, N. Biggs

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Editura: Cambridge University Press

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Computational learning theory is a subject which has been advancing rapidly in the last few years. T...

Informații despre carte

Autor

M.H.G. Anthony, N. Biggs

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

1997

Pagini

172

EAN

9780521599221

ISBN

0521599229

Enbook ID

02036941

Editura

Cambridge University Press

Greutate

316

Dimensiuni

244 x 172 x 15

Descriere completă

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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