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    3. Statistical Learning Theory by Vladimir N. Vapnik [Repost]

    Statistical Learning Theory by Vladimir N. Vapnik [Repost]

    Posted By: Free butterfly
    Date: 25 Nov 2014 11:56:55
    Statistical Learning Theory by Vladimir N. Vapnik [Repost]

    Statistical Learning Theory by Vladimir N. Vapnik
    English | September 30, 1998 | ISBN: 0471030031 | 740 pages | PDF | 26 MB

    A comprehensive look at learning and generalization theory. The statistical theory of learning and generalization concerns the problem of choosing desired functions on the basis of empirical data. Highly applicable to a variety of computer science and robotics fields, this book offers lucid coverage of the theory as a whole. Presenting a method for determining the necessary and sufficient conditions for consistency of learning process, the author covers function estimates from small data pools, applying these estimations to real-life problems, and much more.

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