A Comprehensive Empirical Study of Heterogeneity in Federated Learning

Keyphrases

• Federated Learning 100%
• Heterogeneous Networks 16%
• IoT Applications 16%
• Production Environment 16%
• Training Model 16%
• Quality Model 16%
• Heterogeneous Data 16%
• Item Recommendation 16%
• Heterogeneous Devices 16%
• Federated Learning System 16%
• Collaborative Learning 16%
• Device Heterogeneity 16%
• Virtual Keyboard 16%
• Autocompletion 16%
• Learning System Design 16%
• Model Fairness 16%
• Behavioral Heterogeneity 16%

Computer Science

• Federated Learning 100%
• Learning Systems 14%
• IoT Application 14%
• Collaborative Learning 14%
• Virtual Keyboard 14%
• quality model 14%
• Production Environment 14%