Lectures on the nearest neighbor method/ Gerard Biau, Luc Devroye.
Series: Springer series in the data sciencesPublisher: Heidelberg; New York: Springer, [2015]Description: ix, 290 pages: illustrations; 25 cmISBN:- 9783319253862
- 3319253867
- 9783319253886
- 3319253883
- 519.2 B579l
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Castorina Estantes Abertas (Open Shelves) | Livros (Books) | 519.2 B579l 2015 IMPA (Browse shelf(Opens below)) | 1 | Available | 39063000687114 |
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519.2 B575n 1976 IMPA Normal approximation and asymptotic expansions/ | 519.2 B575p 1970 IMPA Probabilistic methods in applied mathematics/ | 519.2 B575p 1970 IMPA Probabilistic methods in applied mathematics/ | 519.2 B579l 2015 IMPA Lectures on the nearest neighbor method/ | 519.2 B583s 2002 IMPA Stochastic integration with jumps/ | 519.2 B598p 1979 IMPA Probability and measure/ | 519.2 B598p 1979 IMPA Probability and measure/ |
Includes bibliographical references (pages 279-285) and index.
"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." -- Back cover .
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