THEORY OF LEARNING AND GENERALIZATION by Vidyasagar, M ISBN 1852333731
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[edit] THEORY OF LEARNING AND GENERALIZATION
The author is extremely well known and respected in this field and he provides a very comprehensive text with a broad focus covering all aspects of learning theory and its applications.
How does a machine learn a new concept on the basis of experience and example? How do neural networks learn to correctly predict outcomes? How much training is required to achieve a specified level of accuracy? The First Edition was the first book to treat the problem of machine learning in conjunction with the theory of empirical processes. The theory of learning control systems has reached a level of maturity comparable to that of learning neural networks. The author is well known in his field. He has recently been selected to receive the Hendrik W. Bode Lecture Prize awarded by the IEEE Control Systems Society.
[edit] Book Details
[edit] Title
THEORY OF LEARNING AND GENERALIZATION
[edit] Author
Vidyasagar, M
[edit] ISBN
1852333731
[edit] Published
31/03/2001
[edit] Publisher
Springer-Verlag London Ltd
[edit] Binding
hardback
[edit] Retail Price
84.5 (GBP)
[edit] Typical Price Online
80.27 (GBP)
[edit] Buy Book Online
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