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Algebraic Geometry and Statistical Learning Theory (Cambridge Monographs on Applied and Computational Mathematics) 24.0%OFF

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

by Sumio Watanabe

  • ISBN

    :  

    9780521864671

  • Publisher

    :  

    Cambridge University Press

  • Subject

    :  

    Mathematics, Computer Programming / Software Development, Computer Science

  • Binding

    :  

    HARDCOVER

  • Pages

    :  

    300

  • Year

    :  

    2009

₹

14896.0

24.0% OFF

₹

11320.0

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  • Description

    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.

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