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Cyclical Weight Consolidation: Towards Solving Catastrophic Forgetting in Serial Federated Learning
In this paper, to overcome fluctuation and low efficiency in the iterative learning and forgetting process, we introduce cyclical weight consolidation (CWC), a straightforward yet potent approach specifically tailored for serial FL.
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