Browsing by Subject "federated learning (FL) applications"
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A survey on federated learning: The journey from centralized to distributed on-site learning and beyond
( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Driven by privacy concerns and the visions of deep learning, the last four years have witnessed a paradigm shift in the applicability mechanism of machine learning (ML). An emerging model, called federated learning (FL), ...