Error-Compensated Sparsification for Communication-Efficient Decentralized Training in Edge Environment

Keyphrases

• Sparsification 100%
• Communication Efficiency 100%
• Edge Habitat 100%
• Decentralized Training 100%
• Convergence Rate 60%
• Error Compensation 40%
• Communication Overhead 20%
• Information Exchange 20%
• Training System 20%
• Compression Techniques 20%
• Training Methods 20%
• Intermediate Data 20%
• Deep Learning Model 20%
• Model Update 20%
• Analog Method 20%
• Generalization Accuracy 20%
• Compression Error 20%
• Iterative Error 20%
• Centralized Training 20%

Computer Science

• Convergence Rate 100%
• Deep Learning Model 50%
• Training System 50%
• Communication Overhead 50%
• Intermediate Data 50%
• Participating Node 50%
• Compression Technique 50%
• Convergence Speed 50%