LIBROS DEL AUTOR: luc devroye

6 resultados para LIBROS DEL AUTOR: luc devroye

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  • Lectures on the Nearest Neighbor Method
    Gérard Biau / Luc Devroye
    This text presents a wide-ranging and rigorous overview of nearest neighbor methods, one of the most important paradigms in machine learning. Now in one self-contained volume, this book systematically covers key statistical, probabilistic, combinatorial and geometric ideas for understanding, analyzing and developing nearest neighbor methods. Gérard Biau is a professor at Unive...
    Disponible

    170,75 €

  • Non-Uniform Random Variate Generation
    Luc Devroye
    ...
    Disponible

    168,11 €

  • A Probabilistic Theory of Pattern Recognition
    Gabor Lugosi / László Györfi / Luc Devroye
    Pattern recognition presents one of the most significant challenges for scientists and engineers, and many different approaches have been proposed. The aim of this book is to provide a self-contained account of probabilistic analysis of these approaches. The book includes a discussion of distance measures, nonparametric methods based on kernels or nearest neighbors, Vapnik-Cher...
    Disponible

    46,09 €

  • A Probabilistic Theory of Pattern Recognition
    Gabor Lugosi / Laszlo Gyorfi / Luc Devroye
    A self-contained and coherent account of probabilistic techniques, covering: distance measures, kernel rules, nearest neighbour rules, Vapnik-Chervonenkis theory, parametric classification, and feature extraction. Each chapter concludes with problems and exercises to further the readers understanding. Both research workers and graduate students will b...
    Disponible

    119,87 €

  • Combinatorial Methods in Density Estimation
    Gabor Lugosi / Luc Devroye
    Density estimation has evolved enormously since the days of bar plots and histograms, but researchers and users are still struggling with the problem of the selection of the bin widths. This book is the first to explore a new paradigm for the data-based or automatic selection of the free parameters of density estimates in general so that the expected ...
    Disponible

    134,23 €

  • Lecture Notes on Bucket Algorithms
    Devroye / Luc Devroye
    Hashing algorithms scramble data and create pseudo-uniform data distribu­ tions. Bucket algorithms operate on raw untransformed data which are parti­ tioned Into groups according to membership In equl-slzed d-dlmenslonal hyperrec­ tangles, called cells or buckets. The bucket data structure Is rather sensitive to the distribution of the data. In these ...
    Disponible

    66,91 €