Effective Sample Size, Dimensionality, and Generalization in Covariate Shift Adaptation

Felipe Maia Polo, Renato Vicente

In supervised learning, training and test datasets are often sampled from distinct distributions. Domain adaptation techniques are thus required. Covariate shift adaptation yields…