Federated Learning Reading List and Notes
[Update: Jan, 2023]
- "Communication-Efficient Learning of Deep Networks from Decentralized Data", 2017. [Paper]
- "Federated Learning on Non-IID Data Silos: An Experimental Study", [Paper]
- "Three approaches for personalization with applications to federated learning", [Paper]
- "Advances and open problems in federated learning", [Paper]
- "Federated learning: Challenges, methods, and future directions", [Paper]