Reducing Class Bias In Data-Balanced Datasets Through Hardness-Based Resampling
arXiv:2504.07031v2 Announce Type: replace
Abstract: Class-bias, that is class-wise performance disparities, is typically attributed to data imbalance and addressed through frequency-based resampling. However, we demonstrate that substantial bias persi…