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Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation.
Masashi Sugiyama
Shinichi Nakajima
Hisashi Kashima
Paul von Bünau
Motoaki Kawanabe
Published in:
NIPS (2007)
Keyphrases
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covariate shift
model selection
parameter estimation
error estimation
cross validation
selection criterion
hyperparameters
regression model
machine learning
mixture model
unsupervised learning
gaussian process
feature selection
model selection criteria
data sets
variable selection
text mining
domain adaptation