Incentive Mechanism Design for Federated Learning: Challenges and Opportunities

Keyphrases

• Learning Opportunities 100%
• Federated Learning 100%
• Incentive Mechanism Design 100%
• Learning Challenges 100%
• Service Provider 16%
• Mobile Devices 16%
• Training Data 16%
• Local Data 16%
• Training Model 16%
• Machine Learning Paradigms 16%
• Distributed Machine Learning 16%
• Parameter Server 16%
• Isolated Island 16%
• Data Island 16%

Computer Science

• Federated Learning 100%
• Mechanism Design 100%
• Incentive Mechanism 100%
• Mobile Device 16%
• Training Model 16%
• Research Direction 16%
• Potential Solution 16%
• Parameter Server 16%
• Distributed Machine Learning 16%
• Training Data 16%
• Service Provider 16%

Psychology

• Mobile Device 100%