Weight Erosion: An Update Aggregation Scheme for Personalized Collaborative Machine Learning
Grimberg F, Hartley M, Jaggi M, Karimireddy S. Weight Erosion: An Update Aggregation Scheme for Personalized Collaborative Machine Learning. Lecture Notes In Computer Science 2020, 12444: 160-169. DOI: 10.1007/978-3-030-60548-3_16.Peer-Reviewed Original ResearchAggregation schemeClassification taskBetter privacy guaranteesFederated learning techniquesSharing of dataMachine learning modelsBinary classification taskData setsCollaborative machinePrivacy guaranteesLearning techniquesLearning modelModel personalizationSharingSchemeTaskSuch copyingCopyingPersonalizationSetMachineGuaranteesSGDDataModel