Author

Na Yao

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#federated learning Open access Sep 2026

Uncertainty-aware Bayesian federated learning for low-resource neural machine translation at the edge

Edge translation systems must balance limited computation, data locality, and weak performance on low-resource language pairs. This study presents Multitask Bayesian Federated Learning (MT-BayesFL), a multilingual translation framework that combines a lightweight shared encoder, task-specific decoders, matrix-normal po...

Na Yao, Xin Yang, Feng Xiao · Scientific Reports · 0 citations