Federated Learning阅读记录

目录

• Communication-Efficient Learning of Deep Networks from Decentralized Data
• Privacy-Preserving Deep Learning
• SplitFed: When Federated Learning Meets Split Learning（联邦学习和分裂学习相结合）
• Deep Learning with Differential Privacy（moment accountant）

精读

• Communication-Efficient Learning of Deep Networks from Decentralized Data
• SplitFed: When Federated Learning Meets Split Learning
• Deep Learning with Differential Privacy

泛读

• Privacy-Preserving Deep Learning
• FedBroadcast: Exploit Broadcast Channel for Fast Convergence in Wireless Federated Learning（利用广播信道将梯度广播给周边的设备）