"long-term fairness" Papers
3 papers found
Conference
A Causal Lens for Learning Long-term Fair Policies
Jacob Lear, Lu Zhang
ICLR 2025arXiv:2506.11242
1
citations
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
7
citations
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
7
citations