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T

Thinh T. Doan

University of Texas at Austin

15H-index
109Paper Count
745Citation Count
Published Papers 12
Publication Date
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Advancing Privacy and Accuracy With Federated Learning and Homomorphic Encryption
errIEEE Transactions on Emerging Topics in Computational Intelligence
IF6.5
err2026-03-16
err0
PREAI
errQuoc Bao Phan; Dinh C. Nguyen; Thinh T. Doan; Tuy Tan Nguyen
errShare
errSave
Byzantine Fault-Tolerance in Federated Local SGD Under 2f-Redundancy
errIEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS
IF5
err2023-12-01
err0
errOAAI
errGupta, Nirupam; Doan, Thinh T.; Vaidya, Nitin
errShare
errSave
Finite-time convergence rates of distributed local stochastic approximation
errAUTOMATICA
IF5.9
err2023-12-01
err1
PREAI
errDoan, Thinh T.
errShare
errSave
Nonlinear Two-Time-Scale Stochastic Approximation: Convergence and Finite-Time Performance
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2023-08-01
err5
errOAAI
errDoan, Thinh T. T.
errShare
errSave
Federated Multi-Agent Deep Reinforcement Learning (Fed-MADRL) for Dynamic Spectrum Access
errIEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
IF10.7
err2023-08-01
err10
PREAI
errChang, Hao-Hsuan; Song, Yifei; Doan, Thinh T.; Liu, Lingjia
errShare
errSave
Finite-Sample Analysis of Two-Time-Scale Natural Actor-Critic Algorithm
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2023-06-01
err3
errOAAI
errKhodadadian, Sajad; Doan, Thinh T.; Romberg, Justin; Maguluri, Siva Theja
errShare
errSave
Finite-Time Convergence Rates of Decentralized Stochastic Approximation With Applications in Multi-Agent and Multi-Task Learning
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2023-05-01
err4
errOAAI
errZeng, Sihan; Doan, Thinh T.; Romberg, Justin
errShare
errSave
Finite-Time Analysis of Markov Gradient Descent
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2023-04-01
err7
PREAI
errDoan, Thinh T.
errShare
errSave
Finite-sample analysis of nonlinear stochastic approximation with applications in reinforcement learning
errAUTOMATICA
IF5.9
err2022-12-01
err9
errOAAI
errChen, Zaiwei; Zhang, Sheng; Doan, Thinh T.; Clarke, John-Paul; Maguluri, Siva Theja
errShare
errSave
Convergence Rates of Distributed Gradient Methods Under Random Quantization: A Stochastic Approximation Approach
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2021-10-01
err36
PREAI
errDoan, Thinh T.; Maguluri, Siva Theja; Romberg, Justin
errShare
errSave
Distributed Resource Allocation Over Dynamic Networks With Uncertainty
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2021-09-01
err16
errOAAI
errDoan, Thinh T.; Beck, Carolyn L.
errShare
errSave
Fast Convergence Rates of Distributed Subgradient Methods With Adaptive Quantization
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2021-05-01
err39
errOAAI
errDoan, Thinh T.; Maguluri, Siva Theja; Romberg, Justin
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
N
Nitin H. Vaidya
H-index: 70 · Papers: 484
L
Lingjia Liu
H-index: 44 · Papers: 348
S
Sheng Zhang
H-index: 39 · Papers: 359
J
Justin Romberg
H-index: 33 · Papers: 262
D
Dinh C. Nguyen
H-index: 32 · Papers: 167
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