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Lectures on the Nearest Neighbor Method

Автор: Bo0mB0om » 19 августа 2016
Lectures on the Nearest Neighbor Method

Gérard Biau, Luc Devroye, "Lectures on the Nearest Neighbor Method"
English | ISBN: 3319253867 | 2016 | 302 pages | PDF | 3 MB


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. Gerard Biau is a professor at Universite Pierre et Marie Curie (Paris). Luc Devroye is a professor at the School of Computer Science at McGill University (Montreal).


Lectures on the Nearest Neighbor MethodLectures on the Nearest Neighbor Method
Lectures on the Nearest Neighbor MethodLectures on the Nearest Neighbor Method

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