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.

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.

<p>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.</p>

Furkejuvvon:

Bibliográfalaš dieđut
Váldodahkki:	Kexin Zhen (22453814) (author)
Eará dahkkit:	Jie Wu (10038) (author), Jaeyoung Park (1586443) (author), Ruipeng Shao (21747514) (author), Xixi Zhang (5055980) (author), Siyuan Yu (1931452) (author)
Almmustuhtton:	2025
Fáttát:	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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