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Convergence plot of A-FedSAM and baseline algorithms under various settings on the SPORT2 dataset.

Convergence plot of A-FedSAM and baseline algorithms under various settings on the SPORT2 dataset.

<p>Convergence plot of A-FedSAM and baseline algorithms under various settings on the SPORT2 dataset.</p>

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書目詳細資料
主要作者: Kexin Zhen (22453814) (author)
其他作者: Jie Wu (10038) (author), Jaeyoung Park (1586443) (author), Ruipeng Shao (21747514) (author), Xixi Zhang (5055980) (author), Siyuan Yu (1931452) (author)
出版: 2025
主題:
Biotechnology
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Information Systems not elsewhere classified
sports image classification
requiring fewer communication
protecting client privacy
finding smooth solutions
enabling multiple clients
client sampling rates
smoothness inconsistency problem
novel fl paradigm
fedsam outperforms state
maintain smoothness
variants attempt
thereby improving
promising applications
necessarily result
identically distributed
global objective
global model
fl faces
fedsam employs
extensive experiments
dynamically guiding
computational resources
collaboratively train
art methods
although fedsam
also align
achieving consistency
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  • Convergence plots of the A-FedSAM algorithm and baseline algorithms under independent and identically distributed (IID) settings with 40% and 80% participation on the SPORT1 and SPORT2 datasets.
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    出版: (2025)
  • The multi-round test accuracy of A-FedSAM and baseline algorithms on the SPORT1 and SPORT2 datasets and 40% participation is reported as the mean ± variance.
    由: Kexin Zhen (22453814)
    出版: (2025)

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