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A novel federated learning approach based on the confidence of federated Kalman filters

Kai Hu, Jiasheng Wu, Liguo Weng, Yanwen Zhang, Fei Zheng, Zichao Pang, Min Xia

2021International Journal of Machine Learning and Cybernetics26 citationsDOI

Topics & Concepts

Computer scienceFederated learningMNIST databaseMachine learningArtificial intelligenceRobustness (evolution)Kalman filterPreprocessorData miningDistributed learningClassifier (UML)Deep learningBiochemistryPedagogyChemistryPsychologyGenePrivacy-Preserving Technologies in DataTraffic Prediction and Management TechniquesVehicular Ad Hoc Networks (VANETs)
A novel federated learning approach based on the confidence of federated Kalman filters | Litcius