 Enhancing Multi-Attribute Fairness in Healthcare Predictive ModelingIEEE International Conference on Healthcare Informatics (ICHI), 2025 |
 fairret: a Framework for Differentiable Fairness Regularization TermsInternational Conference on Learning Representations (ICLR), 2023 |
 Chasing Fairness Under Distribution Shift: A Model Weight Perturbation
ApproachNeural Information Processing Systems (NeurIPS), 2023 |
 Mitigating Unfairness via Evolutionary Multi-objective Ensemble LearningIEEE Transactions on Evolutionary Computation (TEVC), 2022 |
 Bias Mitigation for Machine Learning Classifiers: A Comprehensive SurveyACM Journal on Responsible Computing (JRC), 2022 |
 Fair Enough: Searching for Sufficient Measures of FairnessACM Transactions on Software Engineering and Methodology (TOSEM), 2021 |
 Scalable Pareto Front Approximation for Deep Multi-Objective LearningIndustrial Conference on Data Mining (IDM), 2021 |
