Fairness

2023-06-22自然语言处理中公平性（fairness）相关论文、会议及资源整理分享
内容截图
2023-04-05FATE Machine Learning
OFFICE280FATEMachineLearningCRISTIáNBRAVOOFFICE280Thisweek…FairnessDefinitionofFairnessConfoundingTransparencyandExplainabilityShapleyValuesLecturewillcover…FairMLBook,Chapters1,2and3.https://fairmlbook.org/pdf/fairmlbook.pdfShap
2023-02-13联邦学习论文阅读笔记07 Collaborative Fairness in Federated Learning
这篇论文提出CFFL框架，根据参与者的声誉收敛到不同模型，实现联邦学习公平协作参考笔记：https://zhuanlan.zhihu.com/p/600343559
2022-10-08Fairness without Demographics through Adversarially Reweighted Learning
目录概符号说明本文方法代码LahotiP.,BeutelA.,ChenJ.,LeeK.,ProstF.,ThainN.,WangX.andCHiE.H.Fairnesswithoutdemographicsthroughadversariall