Lectures On The Nearest Neighbor Method

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Lectures on the Nearest Neighbor Method

Lectures on the Nearest Neighbor Method
Author :
Publisher : Springer
Total Pages : 284
Release :
ISBN-10 : 9783319253886
ISBN-13 : 3319253883
Rating : 4/5 (883 Downloads)

Book Synopsis Lectures on the Nearest Neighbor Method by : Gérard Biau

Download or read book Lectures on the Nearest Neighbor Method written by Gérard Biau and published by Springer. This book was released on 2015-12-08 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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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