Geometry of Covariate Shift with Applications to Active Learning
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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