Tran Thi Phuong

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Stochastic Gradient Descent

Bregman Divergences

Convergence Proof

Top Venues

J. Syst. Archit.

IEEE Signal Process. Lett.

Publications

Le Trieu Phong, Tran Thi Phuong, Lihua Wang, Seiichi Ozawa
Frameworks for Privacy-Preserving Federated Learning. IEICE Trans. Inf. Syst. 107 (1) (2024)
Hajime Ono, Tran Thi Phuong, Le Trieu Phong
Differentially Private Extreme Learning Machine. MDAI (2024)
Tran Thi Phuong, Le Trieu Phong, Kazuhide Fukushima
Distributed Stochastic Gradient Descent With Compressed and Skipped Communication. IEEE Access 11 (2023)
Le Trieu Phong, Tran Thi Phuong
Differentially private stochastic gradient descent via compression and memorization. J. Syst. Archit. 135 (2023)
Tran Thi Phuong, Le Trieu Phong
Decentralized Stochastic Optimization With Random Attendance. IEEE Signal Process. Lett. 29 (2022)
Tran Thi Phuong, Le Trieu Phong
Distributed differentially-private learning with communication efficiency. J. Syst. Archit. 128 (2022)
Tran Thi Phuong, Le Trieu Phong
Decentralized Descent Optimization With Stochastic Gradient Signs for Device-to-Device Networks. IEEE Wirel. Commun. Lett. 10 (9) (2021)
Tran Thi Phuong, Le Trieu Phong
Communication-Efficient Distributed SGD with Error-Feedback, Revisited. Int. J. Comput. Intell. Syst. 14 (1) (2021)
Tran Thi Phuong, Le Trieu Phong
Distributed SGD With Flexible Gradient Compression. IEEE Access 8 (2020)
Tran Thi Phuong, Le Trieu Phong
Communication-Efficient Distributed SGD with Error-Feedback, Revisited. CoRR (2020)
Le Trieu Phong, Tran Thi Phuong
Distributed SignSGD With Improved Accuracy and Network-Fault Tolerance. IEEE Access 8 (2020)
Tran Thi Phuong, Le Trieu Phong
On the Convergence Proof of AMSGrad and a New Version. CoRR (2019)
Le Trieu Phong, Tran Thi Phuong
Privacy-Preserving Deep Learning via Weight Transmission. IEEE Trans. Inf. Forensics Secur. 14 (11) (2019)
Tran Thi Phuong, Le Trieu Phong
On the Convergence Proof of AMSGrad and a New Version. IEEE Access 7 (2019)
Le Trieu Phong, Tran Thi Phuong
Privacy-Preserving Deep Learning for any Activation Function. CoRR (2018)