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in-processing fairness

2 papers

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Co-occurring keywords · papers mentioning both

fairness-aware machine learning (1) neural network penalty (1) utility-fairness tradeoff (1) fairness benchmarking (1) fairness-accuracy trade-off (1) preprocessing fairness (1) group-level fairness (1) sensitive attribute (1) bias mitigation (1) binary classification (1)

Papers

ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods NeurIPS 2024 Fair Supervised Learning with A Simple Random Sampler of Sensitive Attributes AISTATS 2024