Robust federated learning under statistical heterogeneity via Hessian spectral decomposition
Adnan Ahmad, Wei Luo, Antonio Robles‐Kelly
Topics & Concepts
Computer scienceHessian matrixBenchmark (surveying)CredenceConvergence (economics)Independent and identically distributed random variablesArtificial intelligenceAggregate (composite)Measure (data warehouse)Machine learningData miningMathematical optimizationMathematicsStatisticsApplied mathematicsRandom variableEconomic growthGeographyMaterials scienceEconomicsGeodesyComposite materialPrivacy-Preserving Technologies in DataStochastic Gradient Optimization TechniquesDomain Adaptation and Few-Shot Learning