Lectures on the Nearest Neighbor Method
Gérard Biau, Luc Devroye (auth.)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).
年:
2015
出版:
1
出版社:
Springer International Publishing
语言:
english
ISBN 10:
3319253883
ISBN 13:
9783319253886
系列:
Springer Series in the Data Sciences
文件:
PDF, 2.72 MB
IPFS:
,
english, 2015
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