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utility-fairness tradeoff

2 papers

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Co-occurring keywords · papers mentioning both

fairness-aware machine learning (1) neural network penalty (1) in-processing fairness (1) demographic fairness (1) prediction task (1) trade-off optimization (1) fair representation learning (1) group-level fairness (1) sensitive attribute (1) group fairness (1)

Papers

Fair Supervised Learning with A Simple Random Sampler of Sensitive Attributes AISTATS 2024 Utility-Fairness Trade-Offs and How to Find Them CVPR 2024