A Conditional Expectation Approach to Model Selection and Active Learning under Covariate Shift

This chapter contains sections titled: Conditional Expectation Analysis of Generalization Error, Linear Regression under Covariate Shift, Model Selection, Active Learning, Active Learning with Model Selection, Conclusions