Covariate Shift Adaptation by Importance Weighted Cross Validation.
Masashi SugiyamaMatthias KrauledatKlaus-Robert MüllerPublished in: J. Mach. Learn. Res. (2007)
Keyphrases
- covariate shift
- cross validation
- model selection
- training and test data
- hyperparameters
- variable selection
- machine learning
- domain adaptation
- cross validated
- unsupervised learning
- gaussian process
- decision trees
- kernel matrix
- data generation
- feature selection
- data mining
- missing data
- data streams
- multiple sources
- support vector
- ls svm