park-harnessingwireless-inpress-2021.pdf (7.05 MB)
Download fileHarnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning
journal contribution
posted on 2021-08-01, 00:00 authored by A Elgabli, Jihong ParkJihong Park, C B Issaid, M BennisHarnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning
History
Journal
IEEE Transactions on CommunicationsVolume
69Issue
8Pagination
5194 - 5208Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INCPublisher DOI
Link to full text
ISSN
0090-6778eISSN
1558-0857Language
EnglishPublication classification
C1 Refereed article in a scholarly journalUsage metrics
Categories
Keywords
Science & TechnologyTechnologyEngineering, Electrical & ElectronicTelecommunicationsEngineeringConvergencePrivacyTime-varying channelsBandwidthPerturbation methodsConvex functionsWireless communicationAnalog federated ADMMdigital federated ADMMdistributed machine learningCOMMUNICATION-EFFICIENTADAPTIVE MODULATIONDESIGNADMMData Format