Concepedia

Towards efficient communications in federated learning: A contemporary survey

Zihao Zhao, Yuzhu Mao, Yang Liu, Linqi Song, Ye Ouyang, Xinlei Chen, Wenbo Ding

Journal of the Franklin Institute · 2023 · 72 citations · 71 references

Concepts

ComputingCommunicationDistributed SystemsDistributed LearningFederated LearningFederated Learning PrivacyAdaptive Federated LearningAsynchronous Federated LearningDecentralized Federated LearningFederated Meta-learningFederated Training ArchitectureHierarchical Federated LearningResource Allocation In Federated Learning

References

71

Compressed sensing

David L. Donoho · IEEE Transactions on Information Theory · 2006 · 23.1K citations

Natural Sciences, Computer Science, Mathematics +17

Advances in neural information processing systems 7

Computers & Mathematics with Applications · 1996 · 14.4K citations

Computing, Computer Science, Neuroscience +14

Proceedings of the 25th international conference on Machine learning

William W. Cohen, Andrew McCallum, Sam T. Roweis · 2008 · 5.5K citations

Computing, Computer Science, Artificial Intelligence +6

Advances and Open Problems in Federated Learning

Peter Kairouz, H. Brendan McMahan, Brendan Avent et al. · Foundations and Trends® in Machine Learning · 2020 · 4.7K citations · Full text

Computing, Computer Science, Data Science +14

Efficient Processing of Deep Neural Networks: A Tutorial and Survey

Vivienne Sze, Yu‐Hsin Chen, Tien-Ju Yang et al. · Proceedings of the IEEE · 2017 · 4K citations

Computing, Computer Science, Artificial Intelligence +13