Mean Parity Fair Regression in RKHSInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |
Gradual (In)Compatibility of Fairness CriteriaAAAI Conference on Artificial Intelligence (AAAI), 2021 |
Achieving Fairness with a Simple Ridge PenaltyStatistics and computing (Stat Comput), 2021 |
Learning Invariant Representations and Risks for Semi-supervised Domain
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A minimax framework for quantifying risk-fairness trade-off in
regressionAnnals of Statistics (Ann. Stat.), 2020 |