Dataset Distribution Impacts Model Fairness: Single vs. Multi-Task Learning

Ralf Raumanns, Gerard Schouten, Josien P. W. Pluim +1

The influence of bias in datasets on the fairness of model predictions is a topic of ongoing research in various fields. We evaluate the performance of skin lesion classification u…