2025 "algorithmic fairness" Papers

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FairGen: Enhancing Fairness in Text-to-Image Diffusion Models via Self-Discovering Latent Directions

Yilei Jiang, Wei-Hong Li, Yiyuan Zhang et al.

ICCV 2025posterarXiv:2412.18810

Fairness-aware Bayes Optimal Functional Classification

Xiaoyu Hu, Gengyu Xue, Zhenhua Lin et al.

NeurIPS 2025posterarXiv:2505.09471

Fair Submodular Cover

Wenjing Chen, Shuo Xing, Samson Zhou et al.

ICLR 2025posterarXiv:2407.04804

Statistical Parity with Exponential Weights

Stephen Pasteris, Chris Hicks, Vasilios Mavroudis

NeurIPS 2025poster

Understanding Fairness Surrogate Functions in Algorithmic Fairness

Yong Liu, (Andrew) Zhanke Zhou, Zhicong Li et al.

ICLR 2025poster