Zhaosong Lu
University of Minnesota-Twin Cities
H-index: 32
North America-United States
Top articles of Zhaosong Lu
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Exactly Uncorrelated Sparse Principal Component Analysis | Journal of Computational and Graphical Statistics | Oh-Ran Kwon Zhaosong Lu Hui Zou | 2024/1/2 |
A Parameter-Free Conditional Gradient Method for Composite Minimization under Hölder Condition. | J. Mach. Learn. Res. | Masaru Ito Zhaosong Lu Chuan He | 2023 |
Primal-dual extrapolation methods for monotone inclusions under local Lipschitz continuity | Zhaosong Lu Sanyou Mei | 2023/2/3 | |
Generalized-smooth nonconvex optimization is as efficient as smooth nonconvex optimization | Ziyi Chen Yi Zhou Yingbin Liang Zhaosong Lu | 2023/7/3 | |
A Newton-CG based augmented Lagrangian method for finding a second-order stationary point of nonconvex equality constrained optimization with complexity guarantees | SIAM Journal on Optimization | Chuan He Zhaosong Lu Ting Kei Pong | 2023/9/30 |
A Newton-CG based barrier-augmented Lagrangian method for general nonconvex conic optimization | arXiv preprint arXiv:2301.04204 | Chuan He Heng Huang Zhaosong Lu | 2023/1/10 |
Iteration-complexity of first-order augmented Lagrangian methods for convex conic programming | Mathematical Programming | Guanghui Lan Renato DC Monteiro | 2016/1 |
Accelerated first-order methods for convex optimization with locally Lipschitz continuous gradient | SIAM Journal on Optimization | Zhaosong Lu Sanyou Mei | 2023/9/30 |
FastPicker: Adaptive independent two-stage video-to-video summarization for efficient action recognition | Neurocomputing | Saghir Alfasly Jian Lu Chen Xu Zaid Al-Huda Qingtang Jiang | 2023/1/7 |
A Newton-CG based barrier method for finding a second-order stationary point of nonconvex conic optimization with complexity guarantees | SIAM Journal on Optimization | Chuan He Zhaosong Lu | 2023/6/30 |
A NONLOCAL KRONECKER-BASIS-REPRESENTATION METHOD FOR LOW-DOSE CT SINOGRAM RECOVERY | JOURNAL OF COMPUTATIONAL MATHEMATICS | Jian Lu Huaxuan Hu Yuru Zou Zhaosong Lu Xiaoxia Liu | 2023/9/6 |
A first-order augmented Lagrangian method for constrained minimax optimization | arXiv preprint arXiv:2301.02060 | Zhaosong Lu Sanyou Mei | 2023/1/5 |
A new nonconvex low-rank tensor approximation method with applications to hyperspectral images denoising | Inverse Problems | Zhihui Tu Jian Lu Hong Zhu Huan Pan Wenyu Hu | 2023/4/21 |
A first-order method for nonconvex-strongly-concave constrained minimax optimization | Zhaosong Lu Sanyou Mei | 2023/7/12 | |
Newton-CG methods for nonconvex unconstrained optimization with H\" older continuous Hessian | arXiv preprint arXiv:2311.13094 | Chuan He Zhaosong Lu | 2023/11/22 |
First-order penalty methods for bilevel optimization | arXiv preprint arXiv:2301.01716 | Zhaosong Lu Sanyou Mei | 2023/1/4 |
Exact penalization for cardinality and rank-constrained optimization problems via partial regularization | Optimization Methods and Software | Zhaosong Lu Xiaorui Li Shuhuang Xiang | 2023/3/4 |
Solving bilevel optimization via sequential minimax optimization | Preprint | Zhaosong Lu Sanyou Mei | 2023/7/4 |
Sequential minimax optimization methods for bilevel optimization with strongly convex lower-level objective function | Zhaosong Lu Sanyou Mei Jin Zhang | 2023/11/16 | |
Penalty and augmented Lagrangian methods for constrained DC programming | Mathematics of Operations Research | Zhaosong Lu Zhe Sun Zirui Zhou | 2022/8 |
