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within-group fairness

2 papers

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Co-occurring keywords · papers mentioning both

screening classifier (1) threshold decision rule (1) degree imbalance (1) link prediction scores (1) preferential attachment bias (1) symmetric normalized graph filter (1) calibrated classifier (1) graph convolutional network (1) monotonicity constraint (1) dynamic programming (1)

Papers

Networked Inequality: Preferential Attachment Bias in Graph Neural Network Link Prediction ICML 2024 On the Within-Group Fairness of Screening Classifiers ICML 2023