Le Thi Khanh Hien
Le Thi Khanh Hien
Huawei Belgium Research Center
Verified email at huawei.com - Homepage
Title
Cited by
Cited by
Year
Inertial block proximal method for non-convex non-smooth optimization
LTK Hien, N Gillis, P Patrinos
The 37th International Conference on Machine Learning (ICML 2020), 2019
21*2019
An inexact primal-dual smoothing framework for large-scale non-bilinear saddle point problems
LTK Hien, R Zhao, WB Haskell
arXiv preprint arXiv:1711.03669, 2017
19*2017
Accelerated Randomized Mirror Descent Algorithms for Composite Non-strongly Convex Optimization
LTK Hien, CV Nguyen, H Xu, C Lu, J Feng
Journal of Optimization Theory and Applications 181 (2), 541–566, 2016
19*2016
Multi-block Bregman proximal alternating linearized minimization and its application to orthogonal nonnegative matrix factorization
M Ahookhosh, LTK Hien, N Gillis, P Patrinos
Computational Optimization and Applications, 1-35, 2021
14*2021
Algorithms for Nonnegative Matrix Factorization with the Kullback–Leibler Divergence
LTK Hien, N Gillis
Journal of Scientific Computing 87 (3), 1-32, 2021
112021
Differential properties of Euclidean projection onto power cone
LTK Hien
Mathematical Methods of Operations Research 82, 265-284, 2015
112015
Distributionally robust and multi-objective nonnegative matrix factorization
N Gillis, LTK Hien, V Leplat, V Tan
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
102021
A superlinearly convergent smoothing Newton continuation algorithm for variational inequalities over definable sets
CB Chua, LTK Hien
SIAM Journal on Optimization 25 (2), 1034-1063, 2015
92015
Accelerating block coordinate descent for nonnegative tensor factorization
A Man Shun Ang, JE Cohen, N Gillis, LTK Hien
Numerical Linear Algebra with Applications, e2373, 2020
52020
A block inertial Bregman proximal algorithm for nonsmooth nonconvex problems with application to symmetric nonnegative matrix tri-factorization
M Ahookhosh, LTK Hien, N Gillis, P Patrinos
Journal of Optimization Theory and Applications, 1-25, 2021
42021
An inertial block majorization minimization framework for nonsmooth nonconvex optimization
LTK Hien, DN Phan, N Gillis
arXiv preprint arXiv:2010.12133, 2020
32020
Extrapolated alternating algorithms for approximate canonical polyadic decomposition
AMS Ang, JE Cohen, LTK Hien, N Gillis
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
32020
Mitigating interdiction risk with fortification
LTK Hien, M Sim, H Xu
Operations Research 68 (2), 348-362, 2020
22020
Inertial Majorization-Minimization Algorithm for Minimum-Volume NMF
OV Thanh, A Ang, N Gillis, LTK Hien
12021
Block Alternating Bregman Majorization Minimization with Extrapolation
LTK Hien, DN Phan, N Gillis, M Ahookhosh, P Patrinos
arXiv preprint arXiv:2107.04395, 2021
2021
A Framework of Inertial Alternating Direction Method of Multipliers for Non-Convex Non-Smooth Optimization
LTK Hien, DN Phan, N Gillis
arXiv preprint arXiv:2102.05433, 2021
2021
A Global Linear and Local Superlinear (Quadratic) Inexact Non-Interior Continuation Method for Variational Inequalities Over General Closed Convex Sets
LTK Hien, CB Chua
Set-Valued and Variational Analysis, 1-36, 2020
2020
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Articles 1–17