Towards privacy-preserving and verifiable federated matrix factorization
Xicheng Wan, Yifeng Zheng, Qun Li, Anmin Fu, Mang Su, Yansong Gao
Topics & Concepts
Computer scienceCorrectnessVerifiable secret sharingFederated learningMatrix decompositionSalientFeature (linguistics)BottleneckConfidentialityDifferential privacyComputer securityArtificial intelligenceTheoretical computer scienceData miningAlgorithmEmbedded systemEigenvalues and eigenvectorsPhilosophyLinguisticsProgramming languageSet (abstract data type)PhysicsQuantum mechanicsPrivacy-Preserving Technologies in DataRecommender Systems and TechniquesStochastic Gradient Optimization Techniques