Discriminative Learning under Covariate Shift with a Single Optimization Problem

This chapter contains sections titled: Introduction, Sample Reweighting, Distribution Matching, Risk Estimates, The Connection to Single Class Support Vector Machines, Experiments, Conclusion, Appendix: Proofs