"fairness metrics" Papers
3 papers found
Feature Importance Disparities for Data Bias Investigations
Peter Chang, Leor Fishman, Seth Neel
ICML 2024poster
Networked Inequality: Preferential Attachment Bias in Graph Neural Network Link Prediction
Arjun Subramonian, Levent Sagun, Yizhou Sun
ICML 2024poster
On the Maximal Local Disparity of Fairness-Aware Classifiers
Jinqiu Jin, Haoxuan Li, Fuli Feng
ICML 2024poster