Lectures on the Nearest Neighbor Method

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, analyzi...

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Main Author: Biau, Gérard.
Corporate Author: SpringerLink (Online service)
Other Authors: Devroye, Luc.
Format: Electronic
Language: English
Published: Cham : Springer International Publishing : 2015.
Edition: 1st ed. 2015.
Series: Springer Series in the Data Sciences,
Online Access: http://dx.doi.org/10.1007/978-3-319-25388-6
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