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2020 – today
- 2024
[j11]Le Trieu Phong, Tran Thi Phuong, Lihua Wang, Seiichi Ozawa:
Frameworks for Privacy-Preserving Federated Learning. IEICE Trans. Inf. Syst. 107(1): 2-12 (2024)- [c1]Hajime Ono
, Tran Thi Phuong, Le Trieu Phong:
Differentially Private Extreme Learning Machine. MDAI 2024: 165-176 - 2023
- [j10]Tran Thi Phuong, Le Trieu Phong, Kazuhide Fukushima:
Distributed Stochastic Gradient Descent With Compressed and Skipped Communication. IEEE Access 11: 99836-99846 (2023) - [j9]Le Trieu Phong, Tran Thi Phuong:
Differentially private stochastic gradient descent via compression and memorization. J. Syst. Archit. 135: 102819 (2023) - 2022
- [j8]Tran Thi Phuong, Le Trieu Phong:
Distributed differentially-private learning with communication efficiency. J. Syst. Archit. 128: 102555 (2022) - [j7]Tran Thi Phuong, Le Trieu Phong:
Decentralized Stochastic Optimization With Random Attendance. IEEE Signal Process. Lett. 29: 1322-1326 (2022) - 2021
- [j6]Tran Thi Phuong, Le Trieu Phong:
Communication-Efficient Distributed SGD with Error-Feedback, Revisited. Int. J. Comput. Intell. Syst. 14(1): 1373-1387 (2021) - [j5]Tran Thi Phuong, Le Trieu Phong:
Decentralized Descent Optimization With Stochastic Gradient Signs for Device-to-Device Networks. IEEE Wirel. Commun. Lett. 10(9): 1939-1943 (2021) - 2020
- [j4]Tran Thi Phuong, Le Trieu Phong:
Distributed SGD With Flexible Gradient Compression. IEEE Access 8: 64707-64717 (2020) - [j3]Le Trieu Phong, Tran Thi Phuong:
Distributed SignSGD With Improved Accuracy and Network-Fault Tolerance. IEEE Access 8: 191839-191849 (2020) - [i3]Tran Thi Phuong, Le Trieu Phong:
Communication-Efficient Distributed SGD with Error-Feedback, Revisited. CoRR abs/2003.04706 (2020)
2010 – 2019
- 2019
- [j2]Tran Thi Phuong, Le Trieu Phong:
On the Convergence Proof of AMSGrad and a New Version. IEEE Access 7: 61706-61716 (2019) - [j1]Le Trieu Phong, Tran Thi Phuong:
Privacy-Preserving Deep Learning via Weight Transmission. IEEE Trans. Inf. Forensics Secur. 14(11): 3003-3015 (2019) - [i2]Tran Thi Phuong, Le Trieu Phong:
On the Convergence Proof of AMSGrad and a New Version. CoRR abs/1904.03590 (2019) - 2018
- [i1]Le Trieu Phong, Tran Thi Phuong:
Privacy-Preserving Deep Learning for any Activation Function. CoRR abs/1809.03272 (2018)
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