Fairness and privacy, Removing context encourages unfairness
Han Zhao @hanzhao_ml How to ensure fairness (statistical parity) and privacy (DP) simultaneously? What are the costs of privacy and fairness upon accuracy? Excited to share our #ICML2024 work answering the two questions above! paper: https://arxiv.org/pdf/2405.04034 code: https://github.com/rxian/fair-regression Replying to @hanzhao_ml Han, Link to abstracts to give context. If I could, I would outlaw use
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