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FedMed: A Federated Learning Framework for Language Modeling

Federated learning (FL) is a privacy-preserving technique for training a vast amount of decentralized data and making inferences on mobile devices. As a typical language modeling problem, mobile keyboard prediction aims at suggesting a probable next word or phrase and facilitating the human-machine...

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Detalles Bibliográficos
Autores principales: Wu, Xing, Liang, Zhaowang, Wang, Jianjia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7412048/
https://www.ncbi.nlm.nih.gov/pubmed/32708152
http://dx.doi.org/10.3390/s20144048