Computational Learning Theory

Anthony, Martin H. G.; Biggs, Norman

ISBN 10: 0521416035 ISBN 13: 9780521416030

Published by Cambridge University Press, New York

Language: English

Condition: Used - Very good Hardcover

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VG condition. Lower front corners are a bit worn and there is a narrow three inch mark on the rear cover, otherwise the covers look great. The binding is tight. Interior pages are clean and unmarked. Small scuff on front flyleaf. USPS electronic tracking number issued free of charge.

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Bibliographic Details

Title

Computational Learning Theory

Publisher

Cambridge University Press, New York

Language

English

ISBN 10

0521416035

ISBN 13

9780521416030

Binding

Hardcover

Edition

First Edition.

Condition

Very Good

Dust Jacket Condition

No Jacket

Seller catalogs

Computers & Technology

About this title

Synopsis

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.

Review

."..clean, readable, self-contained treatment of the foundations of PAC learnability theory." R. Roos, Computing Reviews ."..notable for its clean, readable, self-contained treatment of the foundations of PAC learnability theory." R. Roos, Artificial Intelligence ."..a welcome addition to the limited range of literature on computational learning theory, and it should perform a useful service in alerting a wider audience to this interesting and lively area..." Mathematical reviews

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Alien Bindings is an online bookshop located in Baltimore that has been in operation for nearly 20 years. Alien Bindings caters to the sciences including the physical sciences, astronomy, mathematics, computer science, the social sciences and medicine. I also dabble in a wide array of other categories including antiquarian books and history. I run a clean, green business. I try to reuse clean materials for packaging whenever possible. For example, books are carefully packaged frequently using clean cardboard for custom made boxes, recycled paper is used for printed labels and recycled plastic or bubble wrap is used for a weather-proof barrier. I drop the packages off to my local post office via foot or cycle in order to further reduce the carbon footprint.