FedBRB: A Solution to the Small-to-Large Scenario in Device-Heterogeneity Federated Learning

Keyphrases

• Global Model 100%
• Federated Learning 100%
• Device Heterogeneity 100%
• Large Animal Model 75%
• Learning Approaches 50%
• Local Model 50%
• Training Effectiveness 25%
• Training Model 25%
• Model Size 25%
• Mobile Devices 25%
• Entire Space 25%
• Distributed Learning 25%
• Performance Gain 25%
• Information Sharing 25%
• Parameter Space 25%
• Co-training 25%
• Practical Guidance 25%
• Limited Computational Resources 25%
• Multiple Devices 25%
• Computational Constraints 25%
• Global Broadcast 25%
• Small Devices 25%
• Collaborative Training 25%

Computer Science

• Federated machine learning 100%
• Learning Approach 66%
• Mobile Device 33%
• Distributed Learning 33%
• Performance Gain 33%
• Parameter Space 33%
• Computational Resource 33%
• Multiple Device 33%