Decentralized SGD with Over-the-Air Computation

Keyphrases

• MAC Scheme 100%
• Decentralized SGD 100%
• Over-the-air Computation 100%
• Convergence Rate 66%
• Communication Protocol 66%
• Scheduling Problem 33%
• Wireless Transmission 33%
• Communication Scheme 33%
• Channel Noise 33%
• Error-free 33%
• Classification Task 33%
• Wireless Media 33%
• Graph Coloring 33%
• Noise-aware 33%
• Network Condition 33%
• Multiple Devices 33%
• Image Classification 33%
• Device-to-device (D2D) Communication 33%
• Channel Fading 33%
• Multiple Nodes 33%
• Global Model 33%
• MNIST 33%
• P2P Communication 33%
• Over the Air 33%
• Single Receiver 33%
• Learning Protocols 33%
• Receiver Node 33%
• D2D Transmission 33%
• Superposition Property 33%
• Local Datasets 33%
• Signal Superposition 33%
• Convergence Accuracy 33%
• Consensus Scheme 33%
• Decentralized Stochastic Gradient Descent 33%

Computer Science

• Convergence Speed 100%
• Over-The-Air Computation 100%
• Scheduling Problem 50%
• Communication Scheme 50%
• Device-To-Device 50%
• Fading Channel 50%
• Gradient Descent 50%
• Classification Task 50%
• Communication Protocol 50%
• Wireless Medium 50%
• Network Condition 50%
• Multiple Device 50%
• Image Classification 50%
• Graph Coloring 50%
• Minimizes Interference 50%