A method of aggregating models

Computer-implemented federated learning method comprising: for each of a number of clients 40: determining a diversity score D of a dataset 41 corresponding to that client for training a machine learning model W, wherein the diversity score is a measure of dataset variability; aggregating, weighted...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Mehmet Kerim Yucel, Mete Ozay, Albert Saá-Garriga, Bruno Manganelli
Format:	Patent
Sprache:	eng
Schlagworte:	CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING IMAGE DATA PROCESSING OR GENERATION, IN GENERAL PHYSICS
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