FedLC: Optimizing Federated Learning in Non-IID Data via Label-Wise Clustering

As contemporary systems are being operated in dynamic situations alternating into decentralized and distributed environments from conventional centralized frameworks, Federated Learning (FL) has been gaining attention for an effective architecture when aggregating the information and correspondingly...

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Bibliographic Details
Main Authors: Hunmin Lee, Daehee Seo
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10110974/