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ORCIDLe Thi Khanh Hien
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- affiliation: Nanyang Technological University, Division of Mathematical Sciences, Singapore
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2020 – today
- 2024
[j16]Le Thi Khanh Hien
, Dimitri Papadimitriou:
An inertial ADMM for a class of nonconvex composite optimization with nonlinear coupling constraints. J. Glob. Optim. 89(4): 927-948 (2024)- [j15]Le Thi Khanh Hien, Renbo Zhao, William B. Haskell:
An Inexact Primal-Dual Smoothing Framework for Large-Scale Non-Bilinear Saddle Point Problems. J. Optim. Theory Appl. 200(1): 34-67 (2024) - [j14]Valentin Leplat, Le Thi Khanh Hien, Akwum Onwunta, Nicolas Gillis:
Deep Nonnegative Matrix Factorization With Beta Divergences. Neural Comput. 36(11): 2365-2402 (2024) - [j13]Le Thi Khanh Hien, Sukanya Patra, Souhaib Ben Taieb:
Anomaly detection with semi-supervised classification based on risk estimators. Trans. Mach. Learn. Res. 2024 (2024) - [i11]Le Thi Khanh Hien, Valentin Leplat, Nicolas Gillis:
Block Majorization Minimization with Extrapolation and Application to β-NMF. CoRR abs/2401.06646 (2024) - 2023
- [j12]Le Thi Khanh Hien, Duy Nhat Phan, Nicolas Gillis:
An Inertial Block Majorization Minimization Framework for Nonsmooth Nonconvex Optimization. J. Mach. Learn. Res. 24: 18:1-18:41 (2023) - [c4]Sukanya Patra, Le Thi Khanh Hien, Souhaib Ben Taieb:
Anomaly detection in irregular image sequences for concentrated solar power plants. ESANN 2023 - [i10]Le Thi Khanh Hien, Sukanya Patra, Souhaib Ben Taieb:
Anomaly detection with semi-supervised classification based on risk estimators. CoRR abs/2309.00379 (2023) - [i9]Valentin Leplat, Le Thi Khanh Hien, Akwum Onwunta, Nicolas Gillis:
Deep Nonnegative Matrix Factorization with Beta Divergences. CoRR abs/2309.08249 (2023) - 2022
- [j11]Le Thi Khanh Hien, Duy Nhat Phan, Nicolas Gillis:
Inertial alternating direction method of multipliers for non-convex non-smooth optimization. Comput. Optim. Appl. 83(1): 247-285 (2022) - [j10]Nicolas Gillis, Le Thi Khanh Hien, Valentin Leplat, Vincent Y. F. Tan:
Distributionally Robust and Multi-Objective Nonnegative Matrix Factorization. IEEE Trans. Pattern Anal. Mach. Intell. 44(8): 4052-4064 (2022) - [j9]Le Thi Khanh Hien, Duy Nhat Phan, Nicolas Gillis, Masoud Ahookhosh, Panagiotis Patrinos:
Block Bregman Majorization Minimization with Extrapolation. SIAM J. Math. Data Sci. 4(1): 1-25 (2022) - [i8]Le Thi Khanh Hien, Dimitri Papadimitriou:
Multiblock ADMM for nonsmooth nonconvex optimization with nonlinear coupling constraints. CoRR abs/2201.07657 (2022) - 2021
- [j8]Masoud Ahookhosh, Le Thi Khanh Hien, Nicolas Gillis, Panagiotis Patrinos:
Multi-block Bregman proximal alternating linearized minimization and its application to orthogonal nonnegative matrix factorization. Comput. Optim. Appl. 79(3): 681-715 (2021) - [j7]Masoud Ahookhosh, Le Thi Khanh Hien, Nicolas Gillis, Panagiotis Patrinos:
A Block Inertial Bregman Proximal Algorithm for Nonsmooth Nonconvex Problems with Application to Symmetric Nonnegative Matrix Tri-Factorization. J. Optim. Theory Appl. 190(1): 234-258 (2021) - [j6]Le Thi Khanh Hien, Nicolas Gillis:
Algorithms for Nonnegative Matrix Factorization with the Kullback-Leibler Divergence. J. Sci. Comput. 87(3): 93 (2021) - [j5]Andersen Man Shun Ang, Jeremy E. Cohen, Nicolas Gillis, Le Thi Khanh Hien:
Accelerating block coordinate descent for nonnegative tensor factorization. Numer. Linear Algebra Appl. 28(5) (2021) - [c3]Olivier Vu Thanh, Andersen Man Shun Ang, Nicolas Gillis, Le Thi Khanh Hien:
Inertial Majorization-Minimization Algorithm for Minimum-Volume NMF. EUSIPCO 2021: 1065-1069 - [i7]Le Thi Khanh Hien, Duy Nhat Phan, Nicolas Gillis:
A Framework of Inertial Alternating Direction Method of Multipliers for Non-Convex Non-Smooth Optimization. CoRR abs/2102.05433 (2021) - [i6]Le Thi Khanh Hien, Duy Nhat Phan, Nicolas Gillis, Masoud Ahookhosh, Panagiotis Patrinos:
Block Alternating Bregman Majorization Minimization with Extrapolation. CoRR abs/2107.04395 (2021) - 2020
- [j4]Le Thi Khanh Hien, Melvyn Sim, Huan Xu:
Mitigating Interdiction Risk with Fortification. Oper. Res. 68(2): 348-362 (2020) - [c2]Andersen Man Shun Ang, Jeremy E. Cohen, Le Thi Khanh Hien, Nicolas Gillis:
Extrapolated Alternating Algorithms for Approximate Canonical Polyadic Decomposition. ICASSP 2020: 3147-3151 - [i5]Andersen Man Shun Ang, Jeremy E. Cohen, Nicolas Gillis, Le Thi Khanh Hien:
Accelerating Block Coordinate Descent for Nonnegative Tensor Factorization. CoRR abs/2001.04321 (2020) - [i4]Le Thi Khanh Hien, Nicolas Gillis:
Algorithms for Nonnegative Matrix Factorization with the Kullback-Leibler Divergence. CoRR abs/2010.01935 (2020) - [i3]Le Thi Khanh Hien, Duy Nhat Phan, Nicolas Gillis:
An Inertial Block Majorization Minimization Framework for Nonsmooth Nonconvex Optimization. CoRR abs/2010.12133 (2020)
2010 – 2019
- 2019
- [j3]Le Thi Khanh Hien, Cuong V. Nguyen, Huan Xu, Canyi Lu, Jiashi Feng:
Accelerated Randomized Mirror Descent Algorithms for Composite Non-strongly Convex Optimization. J. Optim. Theory Appl. 181(2): 541-566 (2019) - [i2]Nicolas Gillis, Le Thi Khanh Hien, Valentin Leplat, Vincent Y. F. Tan:
Distributionally Robust and Multi-Objective Nonnegative Matrix Factorization. CoRR abs/1901.10757 (2019) - [i1]Masoud Ahookhosh, Le Thi Khanh Hien, Nicolas Gillis, Panagiotis Patrinos:
Multi-block Bregman proximal alternating linearized minimization and its application to sparse orthogonal nonnegative matrix factorization. CoRR abs/1908.01402 (2019) - 2017
- [c1]Le Thi Khanh Hien, William B. Haskell:
Sequential smoothing framework for convex-concave saddle point problems with application to large-scale constrained optimization. Allerton 2017: 1176-1183 - 2015
- [j2]Le Thi Khanh Hien:
Differential properties of Euclidean projection onto power cone. Math. Methods Oper. Res. 82(3): 265-284 (2015) - [j1]Chek Beng Chua, L. T. K. Hien:
A Superlinearly Convergent Smoothing Newton Continuation Algorithm for Variational Inequalities over Definable Sets. SIAM J. Optim. 25(2): 1034-1063 (2015)
Coauthor Index
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