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On the convergence of FedAvg on non iid data在On the Convergence of FedAvg on Non-IID Data - OpenReview的討論與評價
由 X Li 著作 · 2019 · 被引用 778 次 — In this paper, we analyze the convergence of \texttt{FedAvg} on non-iid data and establish a convergence rate of O ( 1 T ) for strongly convex and smooth ...
On the convergence of FedAvg on non iid data在On the Convergence of FedAvg on Non-IID Data - ICLR的討論與評價
On the Convergence of FedAvg on Non-IID Data. Xiang Li, Kaixuan Huang, Wenhao Yang, Shusen Wang, Zhihua Zhang. Keywords: federated learning, gradient ...
On the convergence of FedAvg on non iid data在On the convergence of FedAvg on non-iid data - CSDN博客的討論與評價
与之前其他工作中的证明不同,本文的证明更贴近于实际联邦学习的场景。特别的,. 所有用户的数据non-iid分布;; 每次只有一部分用户参与FedAvg.
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On the convergence of FedAvg on non iid data在On the Convergence of FedAvg on Non-IID Data - NASA/ADS的討論與評價
Federated learning enables a large amount of edge computing devices to jointly learn a model without data sharing. As a leading algorithm in this setting, ...
On the convergence of FedAvg on non iid data在On the Convergence of FedAvg on Non-IID Data - 穷酸秀才大 ...的討論與評價
联邦学习使得大量的边缘计算设备在不共享数据的情况下共同学习模型。联邦平均法(FedAvg)是该算法中的一种主要算法,它在所有设备的一小部分上并行 ...
On the convergence of FedAvg on non iid data在On the Convergence of FedAvg on Non-IID Data - GitHub的討論與評價
On the Convergence of FedAvg on Non-IID Data. Contribute to lx10077/fedavgpy development by creating an account on GitHub.
On the convergence of FedAvg on non iid data在On the Convergence of FedAvg on Non-IID Data - YouTube的討論與評價
On the Convergence of FedAvg on Non-IID Data ... 【搬运】【侵删】 论文作者:Xiang Li, Kaixuan Huang, Wenhao Yang, Shusen Wang, Zhihua Zhang 原视频 ...
On the convergence of FedAvg on non iid data在On the Convergence of FedAvg on Non-IID Data | Request PDF的討論與評價
Request PDF | On the Convergence of FedAvg on Non-IID Data | Federated learning enables a large amount of edge computing devices to learn a centralized ...
On the convergence of FedAvg on non iid data在On the Convergence of FedAvg on Non-IID Data - Papertalk的討論與評價
On the Convergence of FedAvg on Non-IID Data. Xiang Li, Kaixuan Huang, Wenhao Yang, Shusen Wang, Zhihua Zhang. Keywords: Federated Learning, stochastic ...
On the convergence of FedAvg on non iid data在ICLR'20 On the Convergence of FedAvg on Non-IID Data - 知乎的討論與評價
前言FedAvg 是经典高效的FL 算法,但是在现实环境下缺乏理论保障。本文分析了FedAvg 在Non-IID 数据上的收敛性,得到了强凸光滑条件下的收敛 ...