PAC Learning Guarantees Under Covariate Shift

no code implementations • 16 Dec 2018 • Artidoro Pagnoni, Stefan Gramatovici, Samuel Liu

We consider the Domain Adaptation problem, also known as the covariate shift problem, where the distributions that generate the training and test data differ while retaining the same labeling function.

Domain Adaptation PAC learning +1