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Ying Cui
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Modern nonconvex nondifferentiable optimization
Y Cui, JS Pang
Society for Industrial and Applied Mathematics, 2021
962021
Composite difference-max programs for modern statistical estimation problems
Y Cui, JS Pang, B Sen
SIAM Journal on Optimization 28 (4), 3344-3374, 2018
862018
On the R-superlinear convergence of the KKT residuals generated by the augmented Lagrangian method for convex composite conic programming
Y Cui, D Sun, KC Toh
Mathematical Programming 178, 381-415, 2019
83*2019
On the convergence properties of a majorized alternating direction method of multipliers for linearly constrained convex optimization problems with coupled objective functions
Y Cui, X Li, D Sun, KC Toh
Journal of Optimization Theory and Applications 169, 1013-1041, 2016
83*2016
Sparse estimation of high-dimensional correlation matrices
Y Cui, C Leng, D Sun
Computational Statistics & Data Analysis 93, 390-403, 2016
452016
Quadratic growth conditions for convex matrix optimization problems associated with spectral functions
Y Cui, C Ding, X Zhao
SIAM Journal on Optimization 27 (4), 2332-2355, 2017
422017
Clustering by orthogonal NMF model and non-convex penalty optimization
S Wang, TH Chang, Y Cui, JS Pang
IEEE Transactions on Signal Processing 69, 5273-5288, 2021
392021
Two-stage stochastic programming with linearly bi-parameterized quadratic recourse
J Liu, Y Cui, JS Pang, S Sen
SIAM Journal on Optimization 30 (3), 2530-2558, 2020
312020
Estimation of individualized decision rules based on an optimized covariate-dependent equivalent of random outcomes
Z Qi, Y Cui, Y Liu, JS Pang
SIAM Journal on Optimization 29 (3), 2337-2362, 2019
30*2019
Multicomposite nonconvex optimization for training deep neural networks
Y Cui, Z He, JS Pang
SIAM Journal on Optimization 30 (2), 1693-1723, 2020
292020
Clustering by orthogonal non-negative matrix factorization: A sequential non-convex penalty approach
S Wang, TH Chang, Y Cui, JS Pang
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
232019
A study of piecewise linear-quadratic programs
Y Cui, TH Chang, M Hong, JS Pang
Journal of Optimization Theory and Applications 186, 523-553, 2020
222020
Solving nonsmooth and nonconvex compound stochastic programs with applications to risk measure minimization
J Liu, Y Cui, JS Pang
Mathematics of Operations Research 47 (4), 3051-3083, 2022
202022
No panic in pandemic: The impact of individual choice on public health policy
M Bai, Y Cui, G Kong, AZ Zhang
Manufacturing & Service Operations Management, 2024
18*2024
Nonconvex and nonsmooth approaches for affine chance-constrained stochastic programs
Y Cui, J Liu, JS Pang
Set-Valued and Variational Analysis 30 (3), 1149-1211, 2022
162022
Asymptotic properties of stationary solutions of coupled nonconvex nonsmooth empirical risk minimization
Z Qi, Y Cui, Y Liu, JS Pang
Mathematics of Operations Research 47 (3), 2034-2064, 2022
15*2022
Comparing solution paths of sparse quadratic minimization with a Stieltjes matrix
Z He, S Han, A Gómez, Y Cui, JS Pang
Mathematical Programming 204 (1), 517-566, 2024
112024
On efficient and scalable computation of the nonparametric maximum likelihood estimator in mixture models
Y Zhang, Y Cui, B Sen, KC Toh
Journal of Machine Learning Research 25 (8), 1-46, 2024
112024
A Decomposition Algorithm for Two-Stage Stochastic Programs with Nonconvex Recourse Functions
H Li, Y Cui
SIAM Journal on Optimization 34 (1), 306-335, 2024
10*2024
Augmented Lagrangian methods for convex matrix optimization problems
Y Cui, C Ding, XD Li, XY Zhao
Journal of the Operations Research Society of China 10 (2), 305-342, 2022
92022
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