Open access
Sep 2026
Improving Fairness in Doubly Imbalanced Datasets
Fairness has been identified as an important aspect of Machine Learning and Artificial Intelligence solutions for decision making. Recent literature offers a variety of approaches for debiasing, however many of them fall short when the data collection is imbalanced. In this paper, we focus on a particular case, fairnes...
A. Yalcin, Asli Umay Ozturk, Yigit Sever et al.
· Scientific Reports · 0 citations