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Density Ratio Estimation in Machine Learning
Sugiyama, Masashi (Tokyo Institute of Technology)
Density Ratio Estimation in Machine Learning
Sugiyama, Masashi (Tokyo Institute of Technology)
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 |