Density Ratio Estimation in Machine Learning |
|
| Author:
| Sugiyama, Masashi
Suzuki, Taiji
Kanamori, Takafumi |
| ISBN: | 978-1-108-46173-3 |
| Publication Date: | Mar 2018 |
| Publisher: | Cambridge University Press
|
| Book Format: | Paperback |
| List Price: | USD $47.99 |
Book Description:
|
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.
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.