Direct importance estimation for covariate shift adaptation
| Year of publication: |
2008
|
|---|---|
| Authors: | Sugiyama, Masashi ; Suzuki, Taiji ; Nakajima, Shinichi ; Kashima, Hisashi ; Bünau, Paul ; Kawanabe, Motoaki |
| Published in: |
Annals of the Institute of Statistical Mathematics. - Springer. - Vol. 60.2008, 4, p. 699-746
|
| Publisher: |
Springer |
| Subject: | Covariate shift | Importance sampling | Model misspecification | Kullback–Leibler divergence | Likelihood cross validation |
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