"fairness metrics" Papers

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Constructing Fair Latent Space for Intersection of Fairness and Explainability

Hyungjun Joo, Hyeonggeun Han, Sehwan Kim et al.

AAAI 2025paperarXiv:2412.17523
2
citations

Feature Importance Disparities for Data Bias Investigations

Peter Chang, Leor Fishman, Seth Neel

ICML 2024arXiv:2303.01704
3
citations

Networked Inequality: Preferential Attachment Bias in Graph Neural Network Link Prediction

Arjun Subramonian, Levent Sagun, Yizhou Sun

ICML 2024arXiv:2309.17417
7
citations

On the Maximal Local Disparity of Fairness-Aware Classifiers

Jinqiu Jin, Haoxuan Li, Fuli Feng

ICML 2024arXiv:2406.03255
5
citations