Double Debiased Covariate Shift Adaptation Robust to Density-Ratio Estimation

Masahiro Kato, Kota Matsui, Ryo Inokuchi

Consider a scenario where we have access to train data with both covariates and outcomes while test data only contains covariates. In this scenario, our primary aim is to predict t…