Learning Majority-to-Minority Transformations with MMD and Triplet Loss for Imbalanced Classification

Suman Cha, Hyunjoong Kim

Class imbalance in supervised classification often degrades model performance by biasing predictions toward the majority class, particularly in critical applications such as medica…