Lectures on the Nearest Neighbor Method

Lectures on the Nearest Neighbor Method by Gérard Biau, Luc Devroye.

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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Bibliographic Details
Main Authors: Biau, Gérard (Author), Devroye, Luc (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edition:1st ed. 2015.
Series:Springer Series in the Data Sciences,
Springer eBook Collection.
Subjects:
Probabilities.
Pattern recognition.
Statistics .
Electronic resources (E-books)
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Call Number: E-Book
Status: Available

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