Subgroup Generalization and Fairness of Graph Neural Networks

Jiaqi Ma 0001, Junwei Deng, Qiaozhu Mei. Subgroup Generalization and Fairness of Graph Neural Networks. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 1048-1061, 2021. [doi]

Abstract

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