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Federated Adam-Type Algorithm for Distributed Optimization With Lazy Strategy

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Published in 2022 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2022.3175997

Abstract: For large-scale machine learning tasks, distributing data in multiple clients, and using distributed optimization algorithms with a parameter server can accelerate the training process. The federated average algorithm has been widely used for distributed optimization… read more here.

Keywords: adam type; lazy strategy; algorithm; distributed optimization ... See more keywords