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Lectures on the Nearest Neighbor Method

Gerard Biau

Devroye

Luc (McGill Univ.

Canada McGill University

Canada)

Language

English

Book Paperback

Libristo code: 21072620

Publishers Springer International Publishing AG, March 2019

This text presents a wide-ranging and rigorous overview of nearest neighbor methods, one of the most... Full description

Libristo code: 21072620

210 b

85.69 € VAT included

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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).