Lectures on the Nearest Neighbor Method
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Lectures on the Nearest Neighbor Method

SKU: 9783319253886

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Additional information

Full Title

Lectures on the Nearest Neighbor Method
Author(s)

Gérard Biau, Luc Devroye
Edition
ISBN

9783319253886, 9783319253862
Publisher

Springer
Format

PDF and EPUB

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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