Trang H. Tran

16 papers A* 5Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Adjusted Shuffling SARAH: Advancing Complexity Analysis via Dynamic Gradient Weighting.
CoRR
Duc Toan Nguyen, Trang H. Tran, Lam M. Nguyen
2025 J jnl
Stochastic ISTA/FISTA Adaptive Step Search Algorithms for Convex Composite Optimization.
J. Optim. Theory Appl.
Lam M. Nguyen, Katya Scheinberg, Trang H. Tran
2024 A* conf
Improving Time Series Encoding with Noise-Aware Self-Supervised Learning and an Efficient Encoder.
ICDM
Duy A. Nguyen, Trang H. Tran, Huy Hieu Pham, Phi Le Nguyen, Lam M. Nguyen
2024 A* conf
Shuffling Gradient-Based Methods for Nonconvex-Concave Minimax Optimization.
NeurIPS
Quoc Tran-Dinh, Trang H. Tran, Lam M. Nguyen
2024 J jnl
Shuffling Momentum Gradient Algorithm for Convex Optimization.
CoRR
Trang H. Tran, Quoc Tran-Dinh, Lam M. Nguyen
2023 J jnl
A Supervised Contrastive Learning Pretrain-Finetune Approach for Time Series.
CoRR
Trang H. Tran, Lam M. Nguyen, Kyongmin Yeo, Nam Nguyen, Roman Vaculín
2023 J jnl
An End-to-End Time Series Model for Simultaneous Imputation and Forecast.
CoRR
Trang H. Tran, Lam M. Nguyen, Kyongmin Yeo, Nam Nguyen, Dzung T. Phan, Roman Vaculín, Jayant Kalagnanam
2023 J jnl
Learning Robust and Consistent Time Series Representations: A Dilated Inception-Based Approach.
CoRR
Anh Duy Nguyen, Trang H. Tran, Hieu H. Pham, Phi Le Nguyen, Lam M. Nguyen
2023 A* conf
On the Convergence to a Global Solution of Shuffling-Type Gradient Algorithms.
NeurIPS
Lam M. Nguyen, Trang H. Tran
2022 J jnl
Finding Optimal Policy for Queueing Models: New Parameterization.
CoRR
Trang H. Tran, Lam M. Nguyen, Katya Scheinberg
2022 J jnl
Finite-Sum Optimization: A New Perspective for Convergence to a Global Solution.
CoRR
Lam M. Nguyen, Trang H. Tran, Marten van Dijk
2022 A* conf
Nesterov Accelerated Shuffling Gradient Method for Convex Optimization.
ICML
Trang H. Tran, Katya Scheinberg, Lam M. Nguyen
2022 J jnl
Nesterov Accelerated Shuffling Gradient Method for Convex Optimization.
CoRR
Trang H. Tran, Lam M. Nguyen, Katya Scheinberg
2022 J jnl
On the Convergence to a Global Solution of Shuffling-Type Gradient Algorithms.
CoRR
Lam M. Nguyen, Trang H. Tran
2021 A* conf
SMG: A Shuffling Gradient-Based Method with Momentum.
ICML
Trang H. Tran, Lam M. Nguyen, Quoc Tran-Dinh
2020 J jnl
Shuffling Gradient-Based Methods with Momentum.
CoRR
Trang H. Tran, Lam M. Nguyen, Quoc Tran-Dinh