Communication-efficient and Byzantine-robust distributed learning with statistical guarantee
Xingcai Zhou, Le Chang, Pengfei Xu, Shaogao Lv
Topics & Concepts
Robustness (evolution)Computer scienceDistributed learningAdversarial systemMathematical optimizationRegular polygonConvex optimizationStatistical modelCommunications systemAlgorithmArtificial intelligenceMathematicsPedagogyGeometryBiochemistryTelecommunicationsPsychologyGeneChemistryDistributed Sensor Networks and Detection AlgorithmsStatistical Methods and InferenceStochastic Gradient Optimization Techniques