Unbounded Density Ratio Estimation and Its Application to Covariate Shift Adaptation

Ren-Rui Liu, Jun Fan, Lei Shi +1

This paper focuses on the problem of unbounded density ratio estimation -- an understudied yet critical challenge in statistical learning -- and its application to covariate shift…