Search Results for author: Siyao Cheng

Found 2 papers, 1 papers with code

CC-FedAvg: Computationally Customized Federated Averaging

no code implementations28 Dec 2022 Hao Zhang, Tingting Wu, Siyao Cheng, Jie Liu

Federated learning (FL) is an emerging paradigm to train model with distributed data from numerous Internet of Things (IoT) devices.

Federated Learning

FedCos: A Scene-adaptive Federated Optimization Enhancement for Performance Improvement

1 code implementation7 Apr 2022 Hao Zhang, Tingting Wu, Siyao Cheng, Jie Liu

On the other hand, it enlarges the distances between local models, resulting in an aggregated global model with poor performance.

Federated Learning

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