Computational learning theory: an introduction

by Anthony, Martin

Type Book

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Title Statements

Full title :Computational learning theory : an introduction / Martin Anthony & Norman Biggs.

Edition Statements

Publication Date:1992.

Publication Statements

Publisher(s):Cambridge University Press
Place of Publication:Cambridge [England]
Language:eng
Publication Date:1992.

The Physical Object

Description:157 pages : : illustrations ; : 26 cm

Edition Identifiers

ISBN:0521416035, 9780521416030
oclc:ocm26505022
LC Classification:Q325.5
Dewey Decimal:006.3/1

Machine derived contents note: 1. Concepts, hypotheses, learning algorithms -- 2. Boolean formulae and representations -- 3. Probabilistic learning -- 4. Consistent algorithms and learnability -- 5. Efficient learning I -- 6. Efficient learning II -- 7. The VC dimension -- 8. Learning and the VC dimension -- 9. VC dimension and efficient learning -- 10. Linear threshold networks.

Subjects

ALGORITHMS Apprentissage automatique Computational learning theory Künstliche Intelligenz kunstmatige intelligentie Leertheorieën Lerntheorie Machine learning Maschinelles Lernen Théorie de l'apprentissage informatique