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    Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation
    14 years 26 days ago
    Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation
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    A situation where training and test samples follow different input distributions is called covariate shift. Under covariate shift, standard learning methods such as maximum likeli...
    Masashi Sugiyama, Shinichi Nakajima, Hisashi Kashi...
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