A Theory of Learning and Generalization - Couverture rigide

Vidyasagar, M.

9783540761204: A Theory of Learning and Generalization

Couverture rigide

ISBN 10 : 3540761209 ISBN 13 : 9783540761204

Editeur : Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 1996

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Provides a formal mathematical theory for addressing intuitive questions of the type: How does a machine learn a new concept on the basis of examples? How can a neural network, after sufficient training, correctly predict the output of a previously unseen input? How much training is required to achieve a specified level of accuracy in the prediction? How can one "identify" the dynamical behaviour of a nonlinear control system by observing its input-output behaviour over a finite interval of time? This text treats the problem of machine learning in conjunction with the theory of empirical processes, the latter being a well-established branch of probability theory. The treatment of both topics side by side leads to new insights, as well as new results in both topics.

Les informations fournies dans la section � Synopsis � peuvent faire r�f�rence � une autre �dition de ce titre.

�diteur: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Date d'�dition: 1996
Langue: anglais
ISBN 10: 3540761209
ISBN 13: 9783540761204
Reliure: Reli�
Nombre de pages: 393
Coordonn�es du fabricant: non disponible
Personne responsable: CMN Printpool Inh. Mathis Neumann
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A Theory of Learning and Generalization

M. Vidyasagar

Edit� par Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 1996

ISBN 10 : 3540761209 ISBN 13 : 9783540761204

Ancien ou d'occasion Couverture rigide

Vendeur : Ammareal, Morangis, France

�valuation du vendeur 5 sur 5 �toiles

Hardcover. Etat : Tr�s bon. Ancien livre de biblioth�que. L�g�res traces d'usure sur la couverture. Edition 1996. Ammareal reverse jusqu'� 15% du prix net de cet article � des organisations caritatives. ENGLISH DESCRIPTION Book Condition: Used, Very good. Former library book. Slight signs of wear on the cover. Edition 1996. Ammareal gives back up to 15% of this item's net price to charity organizations. N� de r�f. du vendeur E-860-994

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A Theory of Learning and Generalization : With Applications to Neural Networks and Control Systems (Communications and Control Engineering)

Mathukumalli Vidyasagar

Edit� par Springer Verlag, 1997

ISBN 10 : 3540761209 ISBN 13 : 9783540761204

Ancien ou d'occasion Couverture rigide

Vendeur : Phatpocket Limited, Waltham Abbey, HERTS, Royaume-Uni

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Etat : Good. Your purchase helps support Sri Lankan Children's Charity 'The Rainbow Centre'. Ex-library, so some stamps and wear, but in good overall condition. Our donations to The Rainbow Centre have helped provide an education and a safe haven to hundreds of children who live in appalling conditions. N� de r�f. du vendeur Z1-B-025-02207

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