Kathrin Lammers

Continuous Fair SMOTE -- Fairness-Aware Stream Learning from Imbalanced Data

2025 · arXiv (Cornell University)

As machine learning is increasingly applied in an online fashion to deal with evolving data streams, the fairness of these algorithms is a matter of growing ethical and legal concern. In many use cases, class …