Density Ratio Estimation in Machine Learning (Bog, Hardback, Engelsk)

Density Ratio Estimation in Machine Learning

(Bog, Hardback, Engelsk)
Forfattere: Masashi (Tokyo Institute of Technology) Sugiyama, Taiji (University of Tokyo) Suzuki, Takafumi (Nagoya University Kanamori

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Beskrivelse

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.

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Alle detaljer

Forlag Cambridge University Press
Forfattere Masashi (Tokyo Institute of Technology) Sugiyama, Taiji (University of Tokyo) Suzuki, Takafumi (Nagoya University Kanamori
Type Bog
Format Hardback
Sprog Engelsk
Udgivelsesdato 20-02-2012
Første udgivelsesår 2012
Illustrationer 18 Tables, unspecified; 1 Halftones, unspecified; 1 Halftones, black and white; 78 Line drawings, black and white
Originalsprog United Kingdom
Sideantal 342
Indbinding Hardback
Forlag Cambridge University Press
Sideoplysninger 342 pages, 18 Tables, unspecified; 1 Halftones, unspecified; 1 Halftones, black and white; 78 Line d
Mål 240 x 157 x 23
ISBN-13 / EAN-13 9780521190176