Revisiting Analog Over-the-Air Machine Learning: The Blessing and Curse of Interference

Computer Science

• Algorithm Converges 33%
• Analog Signal 33%
• Convergence Rate 66%
• Distributed Machine Learning 33%
• Edge Server 100%
• Fading Channel 33%
• Generalization Error 33%
• Global Function 33%
• Learning Problem 33%
• Learning Systems 33%
• Machine Learning 100%
• Mathematical Convergence 33%
• Multiple Agents 33%
• Stable Distribution 33%
• training algorithm 33%
• Training Model 66%
• Wireless Networks 66%

Keyphrases

• Generalization Power 33%
• Global Gradient 33%
• Heavy-tailed Noise 66%
• Server Agent 33%
• α-stable Distribution 33%