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Lectures on the Nearest Neighbor Method

Lectures on the Nearest Neighbor Method PDF Author: Gérard Biau
Publisher: Springer
ISBN: 3319253883
Category : Mathematics
Languages : en
Pages : 284

Book Description
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 Université Pierre et Marie Curie (Paris). Luc Devroye is a professor at the School of Computer Science at McGill University (Montreal).
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