| Algorithms for Nonnegative Matrix Factorization with the Kullback–Leibler Divergence LTK Hien, N Gillis Journal of Scientific Computing 87 (3), 1-32, 2021 | 59 | 2021 |
| 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 | 59* | 2019 |
| An inexact primal-dual smoothing framework for large-scale non-bilinear saddle point problems LTK Hien, R Zhao, WB Haskell Journal of Optimization Theory and Applications, 2024 | 38* | 2024 |
| An inertial block majorization minimization framework for nonsmooth nonconvex optimization LTK Hien, DN Phan, N Gillis Journal of Machine Learning Research 24, 1-41, 2023 | 38 | 2023 |
| 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 | 38 | 2021 |
| 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 | 28 | 2016 |
| 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 | 19 | 2021 |
| Mitigating interdiction risk with fortification LTK Hien, M Sim, H Xu Operations Research 68 (2), 348-362, 2020 | 17 | 2020 |
| 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 | 15 | 2022 |
| Differential properties of Euclidean projection onto power cone LTK Hien Mathematical Methods of Operations Research 82, 265-284, 2015 | 15 | 2015 |
| Inertial alternating direction method of multipliers for non-convex non-smooth optimization LTK Hien, DN Phan, N Gillis Computational Optimization and Applications 83 (1), 247-285, 2022 | 14 | 2022 |
| 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 | 14 | 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 | 13 | 2021 |
| Inertial Majorization-Minimization Algorithm for Minimum-Volume NMF OV Thanh, A Ang, N Gillis, LTK Hien | 8 | 2021 |
| 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 | 8 | 2020 |
| 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 | 7 | 2015 |
| Deep nonnegative matrix factorization with beta divergences V Leplat, LTK Hien, A Onwunta, N Gillis Neural Computation 36 (11), 2365-2402, 2024 | 2 | 2024 |
| An inertial ADMM for a class of nonconvex composite optimization with nonlinear coupling constraints LTK Hien, D Papadimitriou Journal of Global Optimization 89 (4), 927-948, 2024 | 2 | 2024 |
| Multiblock ADMM for nonsmooth nonconvex optimization with nonlinear coupling constraints LTK Hien, D Papadimitriou Optimization, 2024 | 1 | 2024 |
| Block Majorization Minimization with Extrapolation and Application to -NMF LTK Hien, V Leplat, N Gillis arXiv preprint arXiv:2401.06646, 2024 | 1 | 2024 |
Nicolas GillisUniversity of MonsВерификована је имејл адреса на umons.ac.be