Zhengling Qi, Ying Cui, Yufeng Liu, Jong-Shi Pang, “Statistical Analysis of Stationary Solutions of Coupled Nonconvex Nonsmooth Empirical Risk Minimization,’’ forthcoming in Mathematics of Operations Research, 2021.
Ying Cui, Defeng Sun and Kim-Chuan Toh, "Computing the Best Approximation Over the Intersection of a Polyhedral Set and the Doubly Nonnegative Cone," SIAM Journal on Optimization, 29 (2019) 2785-2813.
Zhengling Qi, Ying Cui, Yufeng Liu and Jong-Shi Pang, "Estimation of Individualized Decision Rules Based on an Optimized Covariate-dependent Equivalent of Random Outcomes," SIAM Journal on Optimization, 29 (2019) 2337-2362.
Ying Cui, Defeng Sun and Kim-Chuan Toh, "On the R-Superlinear Convergence of the KKT Residuals Generated by the Augmented Lagrangian Method for Convex Composite Conic Programming," Mathematical Programming, Series A,178 (2019) 381-415.
Ying Cui, Jong-Shi Pang and Bodhisattva Sen, "Composite Difference-Max Programs for Modern Statistical Estimation Problems," SIAM Journal on Optimization, 28 (2018) 3344-3374.
Ying Cui and Defeng Sun, "A Complete Characterization of the Robust Isolated Calmness of Nuclear Norm Regularized Convex Optimization Problems," Journal of Computational Mathematics, 36 (2018) 441-458.
Ying Cui, Chao Ding and Xinyuan Zhao, "Quadratic Growth Conditions for Convex Matrix Optimization Problems Associated with Spectral Functions," SIAM Journal on Optimization, 27 (2017) 2332-2355.
Ying Cui, Xudong Li, Defeng Sun and Kim-Chuan Toh, "On the Convergence Properties of a Majorized ADMM for Linearly Constrained Convex Optimization Problems with Coupled Objective Functions," Journal of Optimization Theory and Applications, 169 (2016) 1013-1041.
Ying Cui, Chenlei Leng and Defeng Sun, "Sparse Estimation of High-dimensional Correlation Matrices," Computational Statistics & Data Analysis, 93 (2016) 390-403.