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preprocessing fairness

2 papers

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Co-occurring keywords · papers mentioning both

algorithmic fairness (2) cost-free fairness (1) fairness-accuracy trade-off (1) fairness benchmarking (1) fairness-utility tradeoff (1) data reweighing (1) equal opportunity (1) preprocessing method (1) in-processing fairness (1) influence function (1)

Papers

ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods NeurIPS 2024 Achieving Fairness at No Utility Cost via Data Reweighing with Influence ICML 2022