Free Algebraic Geometry and Statistical Learning Theory

Author: Sumio Watanabe
Edition:
Binding: Hardcover
ISBN: 0521864674
Publisher: Cambridge University Press
Features:

Algebraic Geometry and Statistical Learning Theory (Cambridge Monographs on Applied and Computational Mathematics)

Search and download computer ebooks Algebraic Geometry and Statistical Learning Theory (Cambridge Monographs on Applied and Computational Mathematics) for free.
Algebraic Geometry and Statistical Learning Theory Ucmbr 9780521864671 09780521864671. Download Algebraic Geometry and Statistical Learning Theory computer ebooks

Algebraic Geometry And Statistical Learning Theory Ebook

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Algebraic Geometry and Statistical Learning Theory (Cambridge Monographs on Applied and Computational Mathematics), ISBN-13: 9780521864671, ISBN-10: 0521864674

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 estimation techniques in the presence of singularities.

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 estimation techniques in the presence of singularities.

Algebraic Geometry and Statistical Learning Theory Free