Density Ratio Estimation in Machine Learning

Masashi (Tokyo Institute of Technology) Sugiyama, Taiji (University of Tokyo) Suzuki, Takafumi (Nagoya University, Japan) Kanamori

Cambridge University Press, 2012

204,25 €On orderDelivery: 2-3 weeks

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.

ISBN-13
9780521190176
ISBN-10
0521190177
Publisher
Cambridge University Press
Year
2012
Publication date
2012-02-20
Pages
342
Dimensions
240x157x23
Weight
598