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Optimizing Federated Learning on Non-IID Data Using Local Shapley Value

Zuoqi Tang, Feifei Shao, Long Chen, Yunan Ye, Chao Wu, Jun Xiao

2021Lecture notes in computer science14 citationsDOI

Topics & Concepts

MNIST databaseComputer scienceFederated learningPartition (number theory)Independent and identically distributed random variablesData miningMachine learningArtificial intelligenceDeep learningMathematicsRandom variableCombinatoricsStatisticsPrivacy-Preserving Technologies in DataCryptography and Data SecurityStochastic Gradient Optimization Techniques
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