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12/05/2022
DIAMOND: Taming Sample and Communication Complexities in Decentralized Bilevel Optimization
Decentralized bilevel optimization has received increasing attention rec...
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10/03/2022
Taming Fat-Tailed ("Heavier-Tailed” with Potentially Infinite Variance) Noise in Federated Learning
A key assumption in most existing works on FL algorithms' convergence an...
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05/19/2022
CHARLES: Channel-Quality-Adaptive Over-the-Air Federated Learning over Wireless Networks
Over-the-air federated learning (OTA-FL) has emerged as an efficient mec...
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05/12/2022