Search Results for author: Yaning Jia

Found 1 papers, 0 papers with code

Promoting Fairness in GNNs: A Characterization of Stability

no code implementations7 Sep 2023 Yaning Jia, Chunhui Zhang

Additionally, we theoretically analyze how the Lipschitz constant of a GNN model could constrain the output perturbations induced by biases learned from data for fairness training.

Fairness

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