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Found 2 papers, 1 papers with code
TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation
This paper focuses on an under-explored yet important problem: Federated Class-Continual Learning (FCCL), where new classes are dynamically added in federated learning.
sqSGD: Locally Private and Communication Efficient Federated Learning
In addition, with fixed privacy and communication level, the performance of sqSGD significantly dominates that of various baseline algorithms.
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