Compression switching for federated learning

Methods for compression switching that includes distributing a model to client nodes, which use the model to generate a gradient vector (GV) based on a client node data set. The method includes receiving a model update that includes a gradient sign vector (GSV) based on the gradient vector; generati...

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Bibliographische Detailangaben

Hauptverfasser:	Abelha Ferreira, Paulo, Calmon, Tiago Salviano, Nery Stelling Neto, Roberto, Da Silva, Pablo Nascimento, Gottin, Vinicius Michel
Format:	Patent
Sprache:	eng
Schlagworte:	CALCULATING COMPUTING COUNTING ELECTRIC COMMUNICATION TECHNIQUE ELECTRIC DIGITAL DATA PROCESSING ELECTRICITY PHYSICS TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
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