Fair Graph Auto-Encoder for Unbiased Graph Representations with Wasserstein Distance

Author:

Fan Wei,Liu Kunpeng,Xie Rui,Liu Hao,Xiong Hui,Fu Yanjie

Funder

National Science Foundation

Publisher

IEEE

Reference27 articles.

1. Debayes: a bayesian method for debiasing network embeddings;buyl;arXiv preprint arXiv 2002 10381,2020

2. Variational graph auto-encoders;kipf;arXiv preprint arXiv 1611 07308,2016

3. Fairness through awareness

4. Optimal transport: old and new;villani;Springer Science & Business Media,2008

5. Semi-supervised classification with graph convolutional networks;kipf;arXiv preprint arXiv 1609 02907,2016

Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. One Fits All: Learning Fair Graph Neural Networks for Various Sensitive Attributes;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

2. Migrate demographic group for fair Graph Neural Networks;Neural Networks;2024-07

3. On Explaining Unfairness: An Overview;2024 IEEE 40th International Conference on Data Engineering Workshops (ICDEW);2024-05-13

4. Fair Graph Representation Learning via Sensitive Attribute Disentanglement;Proceedings of the ACM Web Conference 2024;2024-05-13

5. Bias Mitigation in Federated Learning for Edge Computing;Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies;2023-12-19

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3