Lightweight Decentralized Federated Learning with Arbitrary Client Participation

Keyphrases

• Client Participation 100%
• Decentralized Federated Learning 100%
• Federated Learning 42%
• Cyclic Control 28%
• Model Information 28%
• Control Framework 28%
• Convergence Analysis 28%
• Local Update 28%
• Convergence Rate 14%
• Energy Efficient 14%
• Numerical Experiments 14%
• Local Model 14%
• Communication Structure 14%
• Communication Cost 14%
• Sample Path 14%
• Path-based 14%
• Model Drift 14%
• Non-convex Objective 14%

Computer Science

• Decentralized Federated Learning 100%
• Federated machine learning 42%
• Information Model 28%
• Control Framework 28%
• Mathematical Convergence 28%
• Energy Efficient 14%
• Convergence Rate 14%
• Communication Cost 14%