roxanneluo / Federated Learning
Stars: ✭ 139
Programming Languages
python
139335 projects - #7 most used programming language
Federated-LearningWe implement the paper Communication-Efficient Learning of Deep Networks from Decentralized Data. Its blog is here.We wish to explore several possible approaches:1. server pulling gradient update from clients;2. clients eagerly train and push updates to server;3. extend to multi-server; servers gossip to sync;4. client-only p2p gradient updates
Note that the project description data, including the texts, logos, images, and/or trademarks,
for each open source project belongs to its rightful owner.
If you wish to add or remove any projects, please contact us at [email protected].