"long-term fairness" Papers

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A Causal Lens for Learning Long-term Fair Policies

Jacob Lear, Lu Zhang

ICLR 2025arXiv:2506.11242

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 2024oralarXiv:2309.03426

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

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

ICML 2024arXiv:2312.04772