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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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Detalles Bibliográficos
Autores principales: Biau, Gérard, Devroye, Luc
Lenguaje:eng
Publicado: Springer 2015
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-25388-6
http://cds.cern.ch/record/2120307

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