Computational Learning Theory (Cambridge Tracts in Theoretical Computer Science, Series Number 30) - Softcover
Synopsis
Computational learning theory is one of the first attempts to construct a mathematical theory of a cognitive process. It has been a field of much interest and rapid growth in recent years. This text provides a framework for studying a variety of algorithmic processes, such as those currently in use for training artificial neural networks. The authors concentrate on an approximate model for learning and gradually develop the ideas of efficiency considerations. Finally, they consider applications of the theory to artificial neural networks. An abundance of exercises and an extensive list of references round out the text. This volume provides a comprehensive review of the topic, including information drawn from logic, probability, and complexity theory. It forms a solid introduction to the theory of comptutational learning suitable for a broad spectrum of graduate students from theoretical computer science to mathematics.
"synopsis" may belong to another edition of this title.
Book Description
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.
About the Author
John Shawe-Taylor, Department of Computer Science, Royal Holloway, University of London. Martin Anthony, Lecturer in Mathematics, London School of Economics and Political Science.
"About this title" may belong to another edition of this title.
Other Popular Editions of the Same Title
Search results for Computational Learning Theory (Cambridge Tracts in...
Stock Image
Computational Learning Theory : An Introduction
Published by
Cambridge University Press, 1997
ISBN 10: 0521599229
ISBN 13: 9780521599221
Used
Softcover
Seller: Better World Books Ltd, Dunfermline, United Kingdom
Seller rating 5 out of 5 stars
Condition: Very Good. Ships from the UK. Former library book; may include library markings. Used book that is in excellent condition. May show signs of wear or have minor defects. Seller Inventory # GRP96099239
Buy Used
US$ 11.82
Shipping:
US$ 10.51
From United Kingdom to U.S.A.
Quantity: 1 available
Stock Image
Computational Learning Theory (Cambridge Tracts in Theoretical Computer Science, Series Number 30)
Published by
Cambridge University Press, 1997
ISBN 10: 0521599229
ISBN 13: 9780521599221
Used
Soft cover
Seller: Clevedon Community Bookshop Co-operative, Clevedon, United Kingdom
Seller rating 5 out of 5 stars
Soft cover. Condition: Very Good. All of our books without an ISBN number (normally pre-1970 in date) are described individually in detail. Books with an ISBN number (this one included) are all offered for sale in good condition or better: some may be in very good, near fine, or fine condition. If the condition is critical to your decision to purchase, then please contact us and we will let you know our view of its condition. If the book is very heavy, we will may need to contact you before completion of purchase to advise you of extra postage costs. Seller Inventory # 71305
Buy Used
US$ 6.77
Shipping:
US$ 18.53
From United Kingdom to U.S.A.
Quantity: 1 available
Stock Image
Computational Learning Theory
Published by
Cambridge University Press, 1997
ISBN 10: 0521599229
ISBN 13: 9780521599221
Used
Softcover
Seller: Ammareal, Morangis, France
Seller rating 5 out of 5 stars
Softcover. Condition: Très bon. Ancien livre de bibliothèque. Salissures sur la tranche. Edition 1997. Ammareal reverse jusqu'à 15% du prix net de cet article à des organisations caritatives. ENGLISH DESCRIPTION Book Condition: Used, Very good. Former library book. Stains on the edge. Edition 1997. Ammareal gives back up to 15% of this item's net price to charity organizations. Seller Inventory # E-595-589
Stock Image
Computational Learning Theory (Cambridge Tracts in Theoretical Computer Science, Series Number 30)
Published by
Cambridge University Press, 1997
ISBN 10: 0521599229
ISBN 13: 9780521599221
Used
paperback
Seller: HPB-Red, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
paperback. Condition: Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority! Seller Inventory # S_383104269
Seller Image
Computational Learning Theory (Paperback or Softback)
Published by
Cambridge University Press 2/27/1997, 1997
ISBN 10: 0521599229
ISBN 13: 9780521599221
New
Paperback or Softback
Seller: BargainBookStores, Grand Rapids, MI, U.S.A.
Seller rating 5 out of 5 stars
Paperback or Softback. Condition: New. Computational Learning Theory. Book. Seller Inventory # BBS-9780521599221
Stock Image
Computational Learning Theory (Cambridge Tracts in Theoretical Computer Science, Series Number 30)
Published by
Cambridge University Press, 1997
ISBN 10: 0521599229
ISBN 13: 9780521599221
New
Softcover
Seller: Lucky's Textbooks, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # ABLIING23Feb2416190008912
Stock Image
Computational Learning Theory (Paperback)
Published by
Cambridge University Press, Cambridge, 1997
ISBN 10: 0521599229
ISBN 13: 9780521599221
New
Paperback
Seller: Grand Eagle Retail, Bensenville, IL, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: new. Paperback. 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. Computational learning theory is one of the first attempts to construct a mathematical theory of a cognitive process. It has been a field of much interest and rapid growth in recent years. This text provides a framework for studying a variety of algorithmic processes, such as those currently in use for training artificial neural networks. The authors concentrate on an approximate model for learning and gradually develop the ideas of efficiency considerations. Finally, they consider applications of the theory to artificial neural networks. An abundance of exercises and an extensive list of references round out the text. This volume provides a comprehensive review of the topic, including information drawn from logic, probability, and complexity theory. It forms a solid introduction to the theory of comptutational learning suitable for a broad spectrum of graduate students from theoretical computer science to mathematics. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9780521599221
Stock Image
Computational Learning Theory: An Introduction
Print on DemandSeller: Revaluation Books, Exeter, United Kingdom
Seller rating 5 out of 5 stars
Paperback. Condition: Brand New. 157 pages. 10.00x7.00x0.50 inches. In Stock. This item is printed on demand. Seller Inventory # __0521599229
Buy New
US$ 60.55
Shipping:
US$ 13.14
From United Kingdom to U.S.A.
Quantity: 1 available
Stock Image
Computational Learning Theory (Cambridge Tracts in Theoretical Computer Science, Series Number 30)
Published by
Cambridge University Press, 1997
ISBN 10: 0521599229
ISBN 13: 9780521599221
New
Softcover
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. In. Seller Inventory # ria9780521599221_new
Buy New
US$ 65.15
Shipping:
US$ 15.74
From United Kingdom to U.S.A.
Quantity: Over 20 available
Stock Image
Computational Learning Theory (Cambridge Tracts in Theoretical Computer Science)
Published by
Cambridge University Press 1997-02-27, 1997
ISBN 10: 0521599229
ISBN 13: 9780521599221
New
Paperback
Seller: Chiron Media, Wallingford, United Kingdom
Seller rating 4 out of 5 stars
Paperback. Condition: New. Seller Inventory # 6666-IUK-9780521599221
Buy New
US$ 63.19
Shipping:
US$ 20.35
From United Kingdom to U.S.A.
Quantity: 10 available