Alpha and Prejudice: Improving -sized Worst-case Fairness via
Intrinsic ReweightingIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024 |
Mitigating Nonlinear Algorithmic Bias in Binary ClassificationConference on Algebraic Informatics (CAI), 2023 |
Fairness and Privacy-Preserving in Federated Learning: A SurveyInformation Fusion (Inf. Fusion), 2023 |
Learning Optimal Fair Scoring Systems for Multi-Class ClassificationIEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2022 |
Fair Generalized Linear Models with a Convex PenaltyInternational Conference on Machine Learning (ICML), 2022 |