search

Ereebay / blog

1 stars 0 forks source link

Federated Meta-Learning with Fast Convergence and Efficient Communication | Eree's Blog #19

Open Ereebay opened 4 years ago

Ereebay commented 4 years ago

https://ereebay.me/posts/35664/

Federated Meta-Learning with Fast Convergence and Efficient Communication Abstract 本文提出了一个联邦元学习框架FedMeta，该结构共享参数化算法（meta learner）而不是以前的全局模型。本文在LEAF数据集和实际的数据集进行了评估，并且证明了FedMeta所需的通信成本降低了2.82-4.33倍，收敛速度