Counterfactual Fairness by Combining Factual and Counterfactual PredictionsNeural Information Processing Systems (NeurIPS), 2024 |
Causal Context Connects Counterfactual Fairness to Robust Prediction and
Group FairnessNeural Information Processing Systems (NeurIPS), 2023 |
Bias Mitigation for Machine Learning Classifiers: A Comprehensive SurveyACM Journal on Responsible Computing (JRC), 2022 |
Fairness in Recommendation: Foundations, Methods and ApplicationsACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022 |
Fairness in Machine Learning: A SurveyACM Computing Surveys (ACM CSUR), 2020 |