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DeFed: A Principled Decentralized and Privacy-Preserving Federated Learning Algorithm


Jul 15, 2021
Ye Yuan, Ruijuan Chen, Chuan Sun, Maolin Wang, Feng Hua, Xinlei Yi, Tao Yang, Jun Liu


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Regret and Cumulative Constraint Violation Analysis for Online Convex Optimization with Long Term Constraints


Jun 09, 2021
Xinlei Yi, Xiuxian Li, Tao Yang, Lihua Xie, Tianyou Chai, Karl H. Johansson


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Regret and Cumulative Constraint Violation Analysis for Distributed Online Constrained Convex Optimization


May 01, 2021
Xinlei Yi, Xiuxian Li, Tao Yang, Lihua Xie, Tianyou Chai, Karl H. Johansson


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Distributed Online Convex Optimization with Time-Varying Coupled Inequality Constraints


Mar 06, 2019
Xinlei Yi, Xiuxian Li, Lihua Xie, Karl H. Johansson


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Stability of Analytic Neural Networks with Event-triggered Synaptic Feedbacks


Apr 02, 2016
Ren Zheng, Xinlei Yi, Wenlian Lu, Tianping Chen

* IEEE Transactions on Neural Networks and Learning Systems, Vol. 27, No. 2, 483-494, 2016 
* 12 pages, 3 figures. arXiv admin note: substantial text overlap with arXiv:1504.08081 

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