Demography-Aware Personalized Federated Learning for fair, private, and efficient clinical risk prediction
Puyang Zhao, Zhiyi Yue, Nan Mi, Huiyun Zhang
Topics & Concepts
Computer scienceGeneralizability theoryFederated learningMachine learningPartition (number theory)Artificial intelligenceKey (lock)Data sharingDistributed learningFrontierTraining setSupport vector machineData miningAuthorizationSuiteFeature learningDiscriminative modelDeep learningData accessData sciencePredictive modellingData integrationDisconnectionCollaborative filteringPersonalized learningMachine Learning in HealthcarePrivacy-Preserving Technologies in DataArtificial Intelligence in Healthcare and Education