A privacy-preserving and non-interactive federated learning scheme for regression training with gradient descent
Fengwei Wang, Hui Zhu, Rongxing Lu, Yandong Zheng, Hui Li
Topics & Concepts
Computer scienceTraining (meteorology)Cloud computingScheme (mathematics)Gradient descentStochastic gradient descentMachine learningProcess (computing)Logistic regressionBridge (graph theory)Federated learningInformation privacyArtificial intelligenceRidgePrivate information retrievalData miningComputer securityArtificial neural networkMathematical analysisMedicineMathematicsPhysicsOperating systemPaleontologyBiologyInternal medicineMeteorologyPrivacy-Preserving Technologies in DataCryptography and Data SecurityStochastic Gradient Optimization Techniques