Kernel Robust Bias-Aware Prediction under Covariate Shift

Anqi Liu, Rizal Fathony, Brian D. Ziebart

Under covariate shift, training (source) data and testing (target) data differ in input space distribution, but share the same conditional label distribution. This poses a challeng…