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Edge-assisted Democratized Learning Towards Federated Analytics


Dec 01, 2020
Shashi Raj Pandey, Minh N. H. Nguyen, Tri Nguyen Dang, Nguyen H. Tran, Kyi Thar, Zhu Han, Choong Seon Hong

* Submitted to IEEE for possible publication 

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Toward Multiple Federated Learning Services Resource Sharing in Mobile Edge Networks


Nov 25, 2020
Minh N. H. Nguyen, Nguyen H. Tran, Yan Kyaw Tun, Zhu Han, Choong Seon Hong


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An Incentive Mechanism for Federated Learning in Wireless Cellular network: An Auction Approach


Sep 22, 2020
Tra Huong Thi Le, Nguyen H. Tran, Yan Kyaw Tun, Minh N. H. Nguyen, Shashi Raj Pandey, Zhu Han, Choong Seon Hong

* Paper-TW-Apr-20-0557(2020) 

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Self-organizing Democratized Learning: Towards Large-scale Distributed Learning Systems


Jul 07, 2020
Minh N. H. Nguyen, Shashi Raj Pandey, Tri Nguyen Dang, Eui-Nam Huh, Choong Seon Hong, Nguyen H. Tran, Walid Saad


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Distributed and Democratized Learning: Philosophy and Research Challenges


Mar 18, 2020
Minh N. H. Nguyen, Shashi Raj Pandey, Kyi Thar, Nguyen H. Tran, Mingzhe Chen, Walid Saad, Choong Seon Hong


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Federated Learning over Wireless Networks: Convergence Analysis and Resource Allocation


Nov 01, 2019
Canh Dinh, Nguyen H. Tran, Minh N. H. Nguyen, Choong Seon Hong, Wei Bao, Albert Y. Zomaya, Vincent Gramoli


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