Aggregation Strategy with Gradient Projection for Federated Learning in Diagnosis

Keyphrases

• Aggregation Strategy 100%
• Federated Learning 100%
• Gradient Projection 100%
• Global Model 75%
• Data Heterogeneity 50%
• Client Data 50%
• State-of-the-art Techniques 25%
• Superior Performance 25%
• Disease Diagnosis 25%
• Aggregation Behavior 25%
• Training Model 25%
• Local Model 25%
• Learning Objectives 25%
• Privacy Security 25%
• Novel Algorithm 25%
• Training Base 25%
• Identically Distributed 25%
• Data Security Concerns 25%
• Data Noise 25%
• Local Optimal Solution 25%
• Projection Matrix 25%
• Distribution Difference 25%
• Orthogonal Directions 25%
• Gradient Direction 25%
• Adaptive Update 25%
• Gradient Component 25%
• Noisy Labels 25%
• Model Aggregation 25%
• Noise Label 25%

Computer Science

• Federated Learning 100%
• Data Heterogeneity 66%
• Data-Client 66%
• Experimental Result 33%
• Superior Performance 33%
• Training Model 33%
• Data Security 33%
• Security Concern 33%
• Diagnosis Task 33%
• Projection Matrix 33%
• Gradient Direction 33%