UVeQFed: Universal Vector Quantization for Federated Learning

Keyphrases

• Federated Learning 100%
• Vector Quantization 100%
• Learning Model 60%
• Training Model 40%
• Numerical Results 20%
• Loss Function 20%
• Deep Learning Model 20%
• Unique Characteristics 20%
• Training System 20%
• Global Model 20%
• Emerging Approaches 20%
• Private Information 20%
• Number of Users 20%
• Iterative Procedure 20%
• Minimum Distortion 20%
• Quantization Scheme 20%
• Quantization Method 20%
• Uplink Channel 20%
• Federated Averaging 20%
• Quantization Theory 20%
• Decentralized Training 20%
• Rate-constrained 20%
• Centralized Server 20%
• Constrained Channels 20%
• Aggregated Model 20%

Computer Science

• Federated Learning 100%
• Vector Quantization 100%
• Quantization (Signal Processing) 60%
• Deep Learning Model 20%
• Training System 20%
• Minimum Distortion 20%