Ying Cui
University of Minnesota-Twin Cities
H-index: 14
North America-United States
Top articles of Ying Cui
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Comparing solution paths of sparse quadratic minimization with a Stieltjes matrix | Mathematical Programming | Ziyu He Shaoning Han Andres Gomez Ying Cui Jong-Shi Pang | 2023 |
On efficient and scalable computation of the nonparametric maximum likelihood estimator in mixture models | Journal of Machine Learning Research | Yangjing Zhang Ying Cui Bodhisattva Sen Kim-Chuan Toh | 2024 |
A Decomposition Algorithm for Two-Stage Stochastic Programs with Nonconvex Recourse Functions | SIAM Journal on Optimization | Hanyang Li Ying Cui | 2024/3/31 |
Convex and Nonconvex Risk-Based Linear Regression at Scale | INFORMS Journal on Computing | Can Wu Ying Cui Donghui Li Defeng Sun | 2023/7 |
Implications of Solution Patterns on Adversarial Robustness | The 3rd Workshop of Adversarial Machine Learning on Computer Vision: Art of Robustness (in conjunction with CVPR 2023) | Hengyue Liang Buyun Liang Ju Sun Ying Cui Tim Mitchell | 2023 |
Direct Metric Optimization for Imbalanced Classification | Yash Travadi Le Peng Ying Cui Ju Sun | 2023/6/26 | |
Optimization for Robustness Evaluation Beyond ℓp Metrics | Hengyue Liang Buyun Liang Ying Cui Tim Mitchell Ju Sun | 2023/6/4 | |
On Algorithms for Projection onto the Top--sum Constraint | arXiv preprint arXiv:2310.07224 | Jake Roth Ying Cui | 2023/10/11 |
The minimization of piecewise functions: Pseudo stationarity | arXiv preprint arXiv:2305.14798 | Ying Cui Junyi Liu Jong-Shi Pang | 2023/5/24 |
Towards Global Solutions for Nonconvex Two-Stage Stochastic Programs: A Polynomial Lower Approximation Approach | arXiv e-prints | Suhan Zhong Ying Cui Jiawang Nie | 2023/10 |
Optimization and optimizers for adversarial robustness | arXiv preprint arXiv:2303.13401 | Hengyue Liang Buyun Liang Le Peng Ying Cui Tim Mitchell | 2023/3/23 |
Variational theory and algorithms for a class of asymptotically approachable nonconvex problems | arXiv preprint arXiv:2307.00780 | Hanyang Li Ying Cui | 2023/7/3 |
Asymptotic properties of stationary solutions of coupled nonconvex nonsmooth empirical risk minimization | Mathematics of Operations Research | Zhengling Qi Ying Cui Yufeng Liu Jong-Shi Pang | 2022/8 |
Solving nonsmooth and nonconvex compound stochastic programs with applications to risk measure minimization | Mathematics of Operations Research | Junyi Liu Ying Cui Jong-Shi Pang | 2022/11 |
Imbalanced classification in medical imaging via regrouping | arXiv preprint arXiv:2210.12234 | Le Peng Yash Travadi Rui Zhang Ying Cui Ju Sun | 2022/10/21 |
Optimization for Robustness Evaluation beyond Metrics | arXiv preprint arXiv:2210.00621 | Hengyue Liang Buyun Liang Ying Cui Tim Mitchell Ju Sun | 2022/10/2 |
On Degenerate Doubly Nonnegative Projection Problems | Mathematics of Operations Research | Ying Cui Ling Liang Defeng Sun Kim-Chuan Toh | 2022/8 |
Nonconvex and nonsmooth approaches for affine chance-constrained stochastic programs | Set-Valued and Variational Analysis | Ying Cui Junyi Liu Jong-Shi Pang | 2022/9 |
Augmented Lagrangian methods for convex matrix optimization problems | Journal of the Operations Research Society of China | Ying Cui Chao Ding Xu-Dong Li Xin-Yuan Zhao | 2022/6 |
Clustering by orthogonal NMF model and non-convex penalty optimization | IEEE Transactions on Signal Processing | Shuai Wang Tsung-Hui Chang Ying Cui Jong-Shi Pang | 2021/8/6 |
Co-Authors
