On the Convergence of Federated Averaging with Cyclic Client Participation

Keyphrases

• Client Participation 100%
• Federated Averaging 100%
• Popular 16%
• Sampling Protocol 16%
• Valuable Insight 16%
• Network Connectivity 16%
• Asymptotic Convergence Rate 16%
• Optimization Algorithm 16%
• Convergence Analysis 16%
• Vanilla 16%
• Participation Frequency 16%
• Cyclic Patterns 16%
• Battery Status 16%
• Federated Learning 16%
• Federated Learning System 16%
• Cross-silo Federated Learning 16%
• Client Sampling 16%
• Local Criterion 16%

Computer Science

• Federated Learning 100%
• Theoretical Framework 50%
• Learning Systems 50%
• Convergence Rate 50%
• Optimization Algorithm 50%
• Network Connectivity 50%
• Mathematical Convergence 50%
• Sampling Protocol 50%

Mathematics

• Asymptotics 100%
• Convergence Rate 100%
• Convergence Analysis 100%
• Network Connectivity 100%