Low-Dimensional Density Ratio Estimation for Covariate Shift Correction.
Petar Stojanov, Mingming Gong, Jaime Carbonell, Kun Zhang · PubMed · 2019
, and exploits the density ratio of this representation for importance reweighting. We discuss the factors affecting the performance of our method and demonstrate its capabilities on both pseudo-real and real-world data.