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January 2025
Accelerating federated learning with quick distributed mean estimation
ICML'24: Proceedings of the 41st International Conference on Machine LearningArticle No.: 136, Pages 3410–3442

Distributed Mean Estimation (DME), in which n clients communicate vectors to a parameter server that estimates their average, is a fundamental building block in communication-efficient federated learning. In this paper, we improve on previous DME ...
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