Geometry of Covariate Shift with Applications to Active Learning
Joaquin Quiñonero-Candela, Masashi Sugiyama, Anton Schwaighofer, Neil David Lawrence · 2009
This chapter contains sections titled: Introduction, Statistical Inference under Covariate Shift, Information Criterion for Weighted Estimator, Active Learning and Covariate Shift, Pool-Based Active Leaning, Information Geometry of Active Learning, Conclusions