Personalized Federated Learning on Non-IID Data via Group-Based Meta-Learning

Keyphrases

• Group-based 100%
• Data Distribution 100%
• Meta-learning 100%
• Non-IID 100%
• Personalized Federated Learning 100%
• Federated Learning 75%
• Personalized Model 75%
• Local Data 50%
• Model Accuracy 25%
• Global Model 25%
• Adaptive Capacity 25%
• Grouping Method 25%
• Heterogeneous Environment 25%
• Learning-based 25%
• Benchmark Dataset 25%
• Highly Heterogeneous 25%
• Personalization 25%
• Multigroup 25%
• Fast Adaptation 25%
• Group-wise 25%
• Meta-learning Framework 25%
• Metamodel 25%
• Data Heterogeneity 25%
• Similarity Data 25%

Computer Science

• Federated Learning 100%
• Meta-Learning 100%
• Data Distribution 66%
• Model Accuracy 16%
• Learning Framework 16%
• Benchmarking Dataset 16%
• Grouping Mechanism 16%
• Data Heterogeneity 16%
• Experimental Result 16%