Shuffling Gradient-Based Methods for Nonconvex-Concave Minimax OptimizationQuoc Tran-DinhTrang H. Tranet al.2024NeurIPS 2024
On the Convergence to a Global Solution of Shuffling-Type Gradient AlgorithmsLam NguyenTrang H. Tran2023NeurIPS 2023
Stochastic FISTA Step Search Algorithm for Convex OptimizationTrang H. TranLam Nguyenet al.2023NeurIPS 2023
When Machine Learning meets Dynamical Systems: Theory and ApplicationsLam NguyenTrang H. Tranet al.2023AAAI 2023
New Perspective on the Convergence to a Global Solution of Finite-sum OptimizationLam NguyenTrang H. Tranet al.2022INFORMS 2022
Nesterov Accelerated Shuffling Gradient Method for Convex OptimizationTrang H. TranLam Nguyenet al.2022INFORMS 2022