Vladimir Naumovich Vapnik
The nature of statistical learning theory
Vladimir Naumovich Vapnik · 2010
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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. This second edition contains three new chapters devoted to further development of the learning theory and SVM techniques.
Book details
- Year
- 2010
- Language
- English
- Series
- Statistics for engineering and information science
- Publisher
- Springer
- Editions
- 1
- Pages
- 314
- ISBN
- 9781441931603
Data source: Wikidata
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