Lectures on the Nearest Neighbor Method (Repost)
Lectures on the Nearest Neighbor Method by Gérard Biau, Luc Devroye
English | PDF | 2015 | 284 Pages | ISBN : 3319253867 | 2.7 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.
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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