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Lectures on the Nearest Neighbor Method Book PDF Summary

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).

Detail Book of Lectures on the Nearest Neighbor Method PDF

Lectures on the Nearest Neighbor Method
  • Author : Gérard Biau
  • Release : 08 December 2015
  • Publisher : Springer
  • ISBN : 9783319253886
  • Genre : Mathematics
  • Total Page : 284 pages
  • Language : English
  • PDF File Size : 8,8 Mb

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