FOSSIL: Regret-minimizing weighting for robust learning under imbalance and small data

J. Cha, J. Lee, J. Cho +1

Imbalanced and small data regimes are pervasive in domains such as rare disease imaging, genomics, and disaster response, where labeled samples are scarce and naive augmentation of…