Modeling global distribution for federated learning with label distribution skew
Tao Sheng, Chengchao Shen, Yuan Liu, Yeyu Ou, Zhe Qu, Yixiong Liang, Jianxin Wang
Topics & Concepts
SkewComputer scienceGenerative adversarial networkDistribution (mathematics)Deep learningArtificial intelligenceCode (set theory)Federated learningJoint probability distributionMachine learningData miningTelecommunicationsProgramming languageSet (abstract data type)Mathematical analysisStatisticsMathematicsPrivacy-Preserving Technologies in DataMobile Crowdsensing and CrowdsourcingInternet Traffic Analysis and Secure E-voting