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Computational Learning Theory Books

Books con argomento Computational Learning Theory

The Nature of Statistical Learning Theory

The Nature of Statistical Learning Theory

Vapnik Vladimir Naumovich 
edizioni Springer-Verlag New York Inc collana Springer-Verlag New York Inc (Hardcover) , 1999

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...

disp. incerta
€ 116,20
The Power of Computational Thinking

The Power of Computational Thinking

Curzon Paul  Mcowan Peter W. 
edizioni World Scientific Pub Co Inc collana World Scientific Pub Co Inc (Paperback) , 2017

disp. incerta
€ 22,40
The Power of Computational Thinking

The Power of Computational Thinking

Curzon Paul  Mcowan Peter W. 
edizioni World Scientific Pub Co Inc collana World Scientific Pub Co Inc (Hardcover) , 2017

disp. incerta
€ 54,20
Algebraic Geometry and Statistical Learning Theory

Algebraic Geometry and Statistical Learning Theory

Watanabe Sumio 
edizioni Cambridge Univ Pr collana Cambridge Univ Pr (Hardcover) , 2009

Sure to be influential, Watanabe's book lays the foundations for the use of algebraic geometry in statistical learning theory. Many models/machines are singular: mixture models, neural networks, HMMs, Bayesian networks, stochastic context-free grammars are major examples. The theory achieved here underpins accurate...

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€ 77,80