Robust Covariate Shift Regression.

Xiangli Chen, Mathew Monfort, Anqi Liu, Brian D. Ziebart

Abstract: In many learning settings, the source data available to train a regression model differs from the target data it encounters when making predictions due to input distribution shift. Appropriately de...