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    3. Principles of Nonparametric Learning

    Principles of Nonparametric Learning

    Posted By: AvaxGenius
    Date: 6 Aug 2023 16:37:55
    Principles of Nonparametric Learning

    Principles of Nonparametric Learning by László Györfi
    English | PDF (True) | 2002 | 344 Pages | ISBN : 3211836888 | 24 MB

    The book provides systematic in-depth analysis of nonparametric learning. It covers the theoretical limits and the asymptotical optimal algorithms and estimates, such as pattern recognition, nonparametric regression estimation, universal prediction, vector quantization, distribution and density estimation and genetic programming. The book is mainly addressed to postgraduates in engineering, mathematics, computer science, and researchers in universities and research institutions.
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