Bias-Corrected Data Synthesis for Imbalanced Learning

Pengfei Lyu, Zhengchi Ma, Linjun Zhang +1

Class imbalance complicates probabilistic classification because standard training objectives emphasize majority-class performance. Synthetic oversampling can reduce imbalance, but…