2024 "long-term fairness" Papers

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Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit Rate

Yuancheng Xu, Chenghao Deng, Yanchao Sun et al.

ICML 2024oral

Remembering to Be Fair: Non-Markovian Fairness in Sequential Decision Making

Parand A. Alamdari, Toryn Q. Klassen, Elliot Creager et al.

ICML 2024poster