Density Ratio Estimation in Machine Learning - Sugiyama, Masashi (Tokyo Institute of Technology) - Books - Cambridge University Press - 9780521190176 - February 20, 2012
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Density Ratio Estimation in Machine Learning

Sugiyama, Masashi (Tokyo Institute of Technology)

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Density Ratio Estimation in Machine Learning

Machine learning is an interdisciplinary field of science and engineering that studies mathematical theories and practical applications of systems that learn. The book introduces theories, methods and applications of density ratio estimation. This is the first and definitive treatment of the entire framework of density ratio estimation.


342 pages, 79 b/w illus. 18 tables

Media Books     Hardcover Book   (Book with hard spine and cover)
Released February 20, 2012
ISBN13 9780521190176
Publishers Cambridge University Press
Pages 342
Dimensions 157 × 240 × 23 mm   ·   598 g