Παρακολούθηση
Le Thi Khanh Hien
Le Thi Khanh Hien
Huawei Belgium Research Center (BeRC)
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα huawei.com - Αρχική σελίδα
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
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
28*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
27*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
252016
Algorithms for Nonnegative Matrix Factorization with the Kullback–Leibler Divergence
LTK Hien, N Gillis
Journal of Scientific Computing 87 (3), 1-32, 2021
212021
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
202021
Differential properties of Euclidean projection onto power cone
LTK Hien
Mathematical Methods of Operations Research 82 (3), 265-284, 2015
122015
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
An inertial block majorization minimization framework for nonconvex nonsmooth optimization
LTK Hien, DN Phan, N Gillis
arXiv preprint arXiv:2010.12133, 2020
10*2020
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
82021
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
72015
Mitigating interdiction risk with fortification
LTK Hien, M Sim, H Xu
Operations Research 68 (2), 348-362, 2020
62020
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
52020
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
42020
Block Bregman Majorization Minimization with Extrapolation
LTK Hien, DN Phan, N Gillis, M Ahookhosh, P Patrinos
SIAM Journal on Mathematics of Data Science 4 (1), 1-25, 2022
12022
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
12021
Inertial Majorization-Minimization Algorithm for Minimum-Volume NMF
OV Thanh, A Ang, N Gillis, LTK Hien
12021
Inertial alternating direction method of multipliers for non-convex non-smooth optimization
LTK Hien, DN Phan, N Gillis
Computational Optimization and Applications, 1-39, 2022
2022
Multiblock ADMM for nonsmooth nonconvex optimization with nonlinear coupling constraints
LTK Hien, D Papadimitriou
arXiv e-prints, arXiv: 2201.07657, 2022
2022
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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