Le Thi Khanh Hien
Orcid: 0000-0003-2532-4637Affiliations:
- Nanyang Technological University, Division of Mathematical Sciences, Singapore
According to our database1,
Le Thi Khanh Hien
authored at least 25 papers
between 2015 and 2024.
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Bibliography
2024
An inertial ADMM for a class of nonconvex composite optimization with nonlinear coupling constraints.
J. Glob. Optim., August, 2024
An Inexact Primal-Dual Smoothing Framework for Large-Scale Non-Bilinear Saddle Point Problems.
J. Optim. Theory Appl., January, 2024
Trans. Mach. Learn. Res., 2024
CoRR, 2024
2023
An Inertial Block Majorization Minimization Framework for Nonsmooth Nonconvex Optimization.
J. Mach. Learn. Res., 2023
Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023
2022
SIAM J. Math. Data Sci., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Multiblock ADMM for nonsmooth nonconvex optimization with nonlinear coupling constraints.
CoRR, 2022
Inertial alternating direction method of multipliers for non-convex non-smooth optimization.
Comput. Optim. Appl., 2022
2021
Numer. Linear Algebra Appl., 2021
Algorithms for Nonnegative Matrix Factorization with the Kullback-Leibler Divergence.
J. Sci. Comput., 2021
A Block Inertial Bregman Proximal Algorithm for Nonsmooth Nonconvex Problems with Application to Symmetric Nonnegative Matrix Tri-Factorization.
J. Optim. Theory Appl., 2021
A Framework of Inertial Alternating Direction Method of Multipliers for Non-Convex Non-Smooth Optimization.
CoRR, 2021
Multi-block Bregman proximal alternating linearized minimization and its application to orthogonal nonnegative matrix factorization.
Comput. Optim. Appl., 2021
Proceedings of the 29th European Signal Processing Conference, 2021
2020
Extrapolated Alternating Algorithms for Approximate Canonical Polyadic Decomposition.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
Accelerated Randomized Mirror Descent Algorithms for Composite Non-strongly Convex Optimization.
J. Optim. Theory Appl., 2019
Multi-block Bregman proximal alternating linearized minimization and its application to sparse orthogonal nonnegative matrix factorization.
CoRR, 2019
2017
Sequential smoothing framework for convex-concave saddle point problems with application to large-scale constrained optimization.
Proceedings of the 55th Annual Allerton Conference on Communication, 2017
2015
A Superlinearly Convergent Smoothing Newton Continuation Algorithm for Variational Inequalities over Definable Sets.
SIAM J. Optim., 2015
Math. Methods Oper. Res., 2015