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cs.LG2022
Depersonalized Federated Learning: Tackling Statistical Heterogeneity by Alternating Stochastic Gradient Descent
Yujie Zhou, Zhidu Li, Tong Tang +1
Federated learning (FL), which has gained increasing attention recently, enables distributed devices to train a common machine learning (ML) model for intelligent inference coopera…
cs.PF2022
A Probabilistic Bound for Peak Age of Information Guarantee
Ailing Zhong, Zhidu Li, Tong Tang +3
This paper considers the distribution of a general peak age of information (AoI) model and develops a general analysis approach for probabilistic performance guarantee from the tim…