Computational Learning Theory - Couverture souple

Anthony, M.

Couverture souple

ISBN 10 : 0521599229 ISBN 13 : 9780521599221

Editeur : Cambridge University Press, 1997

Synopsis

Computational Learning Theory This an introduction to the theory of computational learning. Full description

A propos du livre

Présentation de l'éditeur

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.

À propos de cette édition

• Éditeur: Cambridge University Press
• Date d'édition: 1997
• ISBN 10: 0521599229
• ISBN 13: 9780521599221
• Reliure: Broché
• Nombre de pages: 172