Výsledky vyhledávání - "Yan, Zhigang"

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Adaptive Decentralized Federated Learning in Energy and Latency Constrained Wireless Networks

Autor: Yan, Zhigang, Li, Dong

In Federated Learning (FL), with parameter aggregated by a central node, the communication overhead is a substantial concern. To circumvent this limitation and alleviate the single point of failure within the FL framework, recent studies have introdu

Externí odkaz: http://arxiv.org/abs/2403.20075

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CartoMark: a benchmark dataset for map pattern recognition and 1 map content retrieval with machine intelligence

Autor: Zhou, Xiran, Wen, Yi, Li, Honghao, Li, Kaiyuan, Shao, Zhenfeng, Yan, Zhigang, Xie, Xiao

Maps are fundamental medium to visualize and represent the real word in a simple and 16 philosophical way. The emergence of the 3rd wave information has made a proportion of maps are available to be generated ubiquitously, which would significantly e

Externí odkaz: http://arxiv.org/abs/2312.08600

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Performance Analysis for Resource Constrained Decentralized Federated Learning Over Wireless Networks

Autor: Yan, Zhigang, Li, Dong

Federated learning (FL) can lead to significant communication overhead and reliance on a central server. To address these challenges, decentralized federated learning (DFL) has been proposed as a more resilient framework. DFL involves parameter excha

Externí odkaz: http://arxiv.org/abs/2308.06496

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Revisiting Communication-Efficient Federated Learning with Balanced Global and Local Updates

Autor: Yan, Zhigang, Li, Dong, Zhang, Zhichao, He, Jiguang

In federated learning (FL), a number of devices train their local models and upload the corresponding parameters or gradients to the base station (BS) to update the global model while protecting their data privacy. However, due to the limited computa

Externí odkaz: http://arxiv.org/abs/2205.01470

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Akademický článek

Regulation of Health Foods in China and the United States: Comparison and Inspiration

Autor: YAN Zhigang, BIAN Xiaohui, SUI Xiao

Publikováno v: Shipin Kexue, Vol 44, Iss 7, Pp 372-379 (2023)

Regulation of health foods in China and the United States show different institutional positions. For the regulatory object, the US highlights the dietary component orientation and defines a relatively clear legal content and type of health foods, wh

Externí odkaz: https://doaj.org/article/407516cb31da4d56bb168af7d87896f2