On Bayesian Transduction: Implications for the Covariate Shift Problem

This chapter contains sections titled: Introduction, Generalization Optimal Least Squares Predictions, Bayesian Transduction, Bayesian Semisupervised Learning, Implications for Covariate Shift and Dataset Shift, Learning Transfer under Covariate and Dataset Shift: An Example, Conclusion