Vladimir N. Vapnik, "The Nature of Statistical Learning Theory" (2nd edition) (Repost)

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The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning and generalization. It considers learning as a general problem of function estimation based on empirical data. Omitting proofs and technical details, the author concentrates on discussing the main results of learning theory and their connections to fundamental problems in statistics.

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1. Ebooks list page : 2885
2. The nature of statistical learning theory. Second Edition
3. Statistical Learning Theory
4. Vladimir N. Vapnik - Statistical Learning Theory
5. Vladimir N. Vapnik - Statistical Learning Theory
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