FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning

Keyphrases

• Federated Learning 100%
• Communication Round 100%
• Communication-efficient Federated Learning 100%
• Loss Landscape 66%
• Image Classification 33%
• Learning Algorithm 33%
• Model Performance 33%
• Global View 33%
• Performance Efficiency 33%
• Quality Model 33%
• Differential Privacy 33%
• Model Averaging 33%
• Data Partitioning 33%
• Synthesized Data 33%
• Surrogate Function 33%
• Communication Constraints 33%
• Privacy Constraint 33%
• Collaborative Training 33%
• Training Objectives 33%
• Iterative Model 33%
• Privacy Budget 33%
• Classification Datasets 33%
• Non-IID 33%
• Model Weight 33%
• Global Training 33%

Computer Science

• Federated Learning 100%
• Learning Algorithm 25%
• Performance Model 25%
• quality model 25%
• Differential Privacy 25%
• Image Classification 25%
• Data Partitioning 25%
• Training Objective 25%