conftrace_

fairness transfer

3 papers

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Co-occurring keywords · papers mentioning both

distribution shift (2) classifier debiasing (1) fair consistency regularization (1) fairness objective (1) demographic annotation (1) intersectional fairness (1) demographic bia (1) model debiasing (1) group fairness (1) consistency regularization (1)

Papers

Transferring Fairness using Multi-Task Learning with Limited Demographic Information EMNLP 2024 Diagnosing failures of fairness transfer across distribution shift in real-world medical settings NeurIPS 2022 Transferring Fairness under Distribution Shifts via Fair Consistency Regularization NeurIPS 2022