Straggler-Resilient Differentially-Private Decentralized Learning

Keyphrases

• Resilient 100%
• Differentially Private 100%
• Stragglers 100%
• Decentralized Learning 100%
• Skipping 66%
• Differential Privacy 66%
• Learning Latency 66%
• Convergence Rate 33%
• Analytical Results 33%
• Decentralization 33%
• Communication Latency 33%
• Logistic Regression Model 33%
• Stochastic Gradient Descent 33%
• Computation Latency 33%
• Logical Ring 33%
• Privacy Amplification 33%
• Privacy Level 33%

Computer Science

• Differential Privacy 100%
• Timeouts 100%
• Communication Latency 50%
• Logistic Regression Model 50%
• Gradient Descent 50%
• Convergence Speed 50%