Density ratio estimation in machine learning
Auteur :
Sugiyama, Masashi / Suzuki, Taiji / Kanamori, Takafumi
Éditeur :
Cambridge University Press
ISBN :
9780521190176
Date de publication :
20 févr. 2012
Dimensions :
23,4 x 15,7 x 2,3 cm
Poids :
600 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
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.