FedBCD: A Communication-Efficient Collaborative Learning Framework for Distributed Features

Keyphrases

• Collaborative Learning 100%
• Distributed Features 100%
• Block Coordinate Descent 100%
• Learning Framework 100%
• Communication Efficiency 100%
• Federated Learning 50%
• Communication Overhead 50%
• Learning Approaches 50%
• Security Model 50%
• Practical Security 50%
• Convergence Guarantee 50%
• Gradient Update 50%
• Local Update 50%
• Federated Learning System 50%
• Deep Leakage 50%
• Cross-silo 50%
• Security Concerns 50%
• Multiple Parties 50%

Computer Science

• Learning Framework 100%
• Federated Learning 100%
• Collaborative Learning 100%
• Communication Overhead 50%
• Exchanged Message 50%
• Security Concern 50%
• Security Model 50%
• Learning Approach 50%