Byzantine-robust variance-reduced federated learning over distributed non-i.i.d. data
Jie Peng, Zhaoxian Wu, Qing Ling, Tianyi Chen
Topics & Concepts
Independent and identically distributed random variablesComputer scienceByzantine architectureResamplingVariance (accounting)Rate of convergenceVariation (astronomy)Sample (material)Variance reductionTruncated meanNode (physics)AlgorithmRobustness (evolution)Artificial intelligenceMachine learningMathematicsStatisticsRandom variableKey (lock)EstimatorGeographyEngineeringAstrophysicsStructural engineeringComputer securityPhysicsGeneBusinessArchaeologyAccountingChromatographyChemistryBiochemistryPrivacy-Preserving Technologies in DataStochastic Gradient Optimization TechniquesDistributed Sensor Networks and Detection Algorithms