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Fair Adversarial Instance Re-weighting (FAIR)
The proposed framework was tested on four datasets, three of which are commonly used benchmarks. Two datasets (German credit and Adult income) come from the UCI ML repository... -
Benchmark Fair Classification Dataset
The dataset used in the paper for fair subgroup mixup for improving group fairness. -
Law School Admission Bar Passage
The dataset used in the paper for fair subgroup mixup for improving group fairness.
