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Watanabe Sumio Books

Books di Watanabe Sumio con argomento Computational Learning Theory

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