no code implementations • 20 May 2023 • Boxin Wang, Yibo Jacky Zhang, Yuan Cao, Bo Li, H. Brendan McMahan, Sewoong Oh, Zheng Xu, Manzil Zaheer
We study (differentially) private federated learning (FL) of language models.
1 code implementation • 10 Feb 2023 • Enyi Jiang, Yibo Jacky Zhang, Sanmi Koyejo
Further, we propose a novel lightweight aggregation rule, Federated Gradient Projection ($\texttt{FedGP}$), which significantly improves the target performance with domain shift and data scarcity.