Heejong Kim

Adapting to Shifting Correlations with Unlabeled Data Calibration

"Distribution shifts between sites can seriously degrade model performance since models are prone to exploiting unstable correlations. Thus, many methods try to find features that are stable across sites and discard unstable features. However, unstable features might have complementary information t…