"fair classification" Papers

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On Group Sufficiency Under Label Bias

Haoran Zhang, Olawale Salaudeen, Marzyeh Ghassemi

NEURIPS 2025

Fair Classification with Partial Feedback: An Exploration-Based Data Collection Approach

Vijay Keswani, Anay Mehrotra, L. Elisa Celis

ICML 2024arXiv:2402.11338
3
citations

How Far Can Fairness Constraints Help Recover From Biased Data?

Mohit Sharma, Amit Jayant Deshpande

ICML 2024arXiv:2312.10396
6
citations

Post-hoc bias scoring is optimal for fair classification

Wenlong Chen, Yegor Klochkov, Yang Liu

ICLR 2024spotlightarXiv:2310.05725
10
citations