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2020 – today
- 2024
[j39]Linyi Yang, Lei-Hong Zhang
, Zhang Ya-Nan:
The Lq-weighted dual programming of the linear Chebyshev approximation and an interior-point method. Adv. Comput. Math. 50(4): 80 (2024)- [i12]Lei-Hong Zhang, Shanheng Han:
Convergence analysis of Lawson's iteration for the polynomial and rational minimax approximations. CoRR abs/2401.00778 (2024) - [i11]Lei-Hong Zhang, Ya-Nan Zhang, Linyi Yang, Yifu Wu:
Multivariate confluent Vandermonde with G-Arnoldi and applications. CoRR abs/2404.09266 (2024) - [i10]Lei-Hong Zhang, Ren-Cang Li:
Quality of Approximate Balanced Truncation. CoRR abs/2406.05665 (2024) - [i9]Ren-Cang Li, Ninoslav Truhar, Lei-Hong Zhang:
On Stewart's Perturbation Theorem for SVD. CoRR abs/2406.06901 (2024) - 2023
- [j38]Yunlong Wang, Chungen Shen, Lei-Hong Zhang, Wei Hong Yang:
Proximal Gradient/Semismooth Newton Methods for Projection onto a Polyhedron via the Duality-Gap-Active-Set Strategy. J. Sci. Comput. 97(1): 3 (2023) - [j37]Li Wang, Lei-Hong Zhang, Ren-Cang Li:
Trace ratio optimization with an application to multi-view learning. Math. Program. 201(1): 97-131 (2023) - [i8]Lei-Hong Zhang, Linyi Yang, Wei Hong Yang, Ya-Nan Zhang:
A convex dual programming for the rational minimax approximation and Lawson's iteration. CoRR abs/2308.06991 (2023) - [i7]Linyi Yang, Lei-Hong Zhang, Ya-Nan Zhang:
The Lq-weighted dual programming of the linear Chebyshev approximation and an interior-point method. CoRR abs/2308.07636 (2023) - 2022
- [j36]Xijun Ma, Chungen Shen, Li Wang, Lei-Hong Zhang, Ren-Cang Li:
A self-consistent-field iteration for MAXBET with an application to multi-view feature extraction. Adv. Comput. Math. 48(2): 13 (2022) - [j35]Li Wang, Lei-Hong Zhang, Chungen Shen, Ren-Cang Li:
Orthogonal multi-view analysis by successive approximations via eigenvectors. Neurocomputing 512: 100-116 (2022) - [j34]Li Wang, Lei-Hong Zhang, Ren-Cang Li:
Maximizing sum of coupled traces with applications. Numerische Mathematik 152(3): 587-629 (2022) - [j33]Lei-Hong Zhang, Li Wang, Zhaojun Bai, Ren-Cang Li:
A Self-Consistent-Field Iteration for Orthogonal Canonical Correlation Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 44(2): 890-904 (2022) - [j32]Xiaojing Jia, Xin Liang, Chungen Shen, Lei-Hong Zhang:
Solving the Cubic Regularization Model by a Nested Restarting Lanczos Method. SIAM J. Matrix Anal. Appl. 43(2): 812-839 (2022) - 2021
- [j31]Chungen Shen, Yunlong Wang, Wenjuan Xue, Lei-Hong Zhang:
An accelerated active-set algorithm for a quadratic semidefinite program with general constraints. Comput. Optim. Appl. 78(1): 1-42 (2021) - [j30]Lei-Hong Zhang, Xijun Ma, Chungen Shen:
A Structure-Exploiting Nested Lanczos-Type Iteration for the Multiview Canonical Correlation Analysis. SIAM J. Sci. Comput. 43(4): A2685-A2713 (2021) - [i6]Li Wang, Lei-Hong Zhang, Ren-Cang Li:
Trace Ratio Optimization with an Application to Multi-view Learning. CoRR abs/2101.04292 (2021) - [i5]Xin Liang, Li Wang, Lei-Hong Zhang, Ren-Cang Li:
On Generalizing Trace Minimization. CoRR abs/2104.00257 (2021) - 2020
- [j29]Chungen Shen, Wenjuan Xue, Lei-Hong Zhang, Baiyun Wang:
An Active-Set Proximal-Newton Algorithm for ℓ 1 Regularized Optimization Problems with Box Constraints. J. Sci. Comput. 85(3): 57 (2020) - [j28]Li Wang, Lei-Hong Zhang, Zhaojun Bai, Ren-Cang Li:
Orthogonal canonical correlation analysis and applications. Optim. Methods Softw. 35(4): 787-807 (2020) - [j27]Lei-Hong Zhang, Wei Hong Yang, Chungen Shen, Jiaqi Ying:
An Eigenvalue-Based Method for the Unbalanced Procrustes Problem. SIAM J. Matrix Anal. Appl. 41(3): 957-983 (2020) - [i4]Li Wang, Lei-Hong Zhang, Chungen Shen, Ren-Cang Li:
Orthogonal Multi-view Analysis by Successive Approximations via Eigenvectors. CoRR abs/2010.01632 (2020) - [i3]Yiding Lin, Xiang Wang, Lei-Hong Zhang:
Solving Symmetric and Positive Definite Second-Order Cone Linear Complementarity Problem by A Rational Krylov Subspace Method. CoRR abs/2011.08592 (2020) - [i2]Li Wang, Lei-Hong Zhang, Chungen Shen, Ren-Cang Li:
Uncorrelated Semi-paired Subspace Learning. CoRR abs/2011.11124 (2020)
2010 – 2019
- 2019
- [j26]Yun Yu, Lei-Hong Zhang, Shuqin Zhang:
Simultaneous clustering of multiview biomedical data using manifold optimization. Bioinform. 35(20): 4029-4037 (2019) - [j25]Xiang Wang, Xing Li, Lei-Hong Zhang, Ren-Cang Li:
An Efficient Numerical Method for the Symmetric Positive Definite Second-Order Cone Linear Complementarity Problem. J. Sci. Comput. 79(3): 1608-1629 (2019) - [i1]Lei-Hong Zhang, Li Wang, Zhaojun Bai, Ren-Cang Li:
A Self-consistent-field Iteration for Orthogonal Canonical Correlation Analysis. CoRR abs/1909.11527 (2019) - 2018
- [j24]Yangyang Shi, Lei-Hong Zhang, Wenxing Zhu:
A review of "linear programming computation" by Ping-Qi Pan. Eur. J. Oper. Res. 267(3): 1182-1183 (2018) - [j23]Lei-Hong Zhang, Chungen Shen, Wei Hong Yang, Joaquim João Júdice:
A Lanczos Method for Large-Scale Extreme Lorentz Eigenvalue Problems. SIAM J. Matrix Anal. Appl. 39(2): 611-631 (2018) - [j22]Yunfeng Cai, Lei-Hong Zhang, Zhaojun Bai, Ren-Cang Li:
On an Eigenvector-Dependent Nonlinear Eigenvalue Problem. SIAM J. Matrix Anal. Appl. 39(3): 1360-1382 (2018) - [j21]Lei-Hong Zhang, Chungen Shen:
A Nested Lanczos Method for the Trust-Region Subproblem. SIAM J. Sci. Comput. 40(4): A2005-A2032 (2018) - 2017
- [j20]Wei Hong Yang, Lei-Hong Zhang, Chungen Shen:
On the Range of the Pseudomonotone Second-Order Cone Linear Complementarity Problem. J. Optim. Theory Appl. 173(2): 504-522 (2017) - [j19]Lei-Hong Zhang, Chungen Shen, Ren-Cang Li:
On the Generalized Lanczos Trust-Region Method. SIAM J. Optim. 27(3): 2110-2142 (2017) - 2016
- [j18]Chungen Shen, Lei-Hong Zhang, Wei Liu:
A stabilized filter SQP algorithm for nonlinear programming. J. Glob. Optim. 65(4): 677-708 (2016) - [j17]Chungen Shen, Lei-Hong Zhang, Wei Hong Yang:
A Filter Active-Set Algorithm for Ball/Sphere Constrained Optimization Problem. SIAM J. Optim. 26(3): 1429-1464 (2016) - 2015
- [j16]Ren-Cang Li, Lei-Hong Zhang:
Convergence of the block Lanczos method for eigenvalue clusters. Numerische Mathematik 131(1): 83-113 (2015) - [j15]Lei-Hong Zhang, Wei Hong Yang, Chungen Shen, Ren-Cang Li:
A Krylov Subspace Method for Large-Scale Second-Order Cone Linear Complementarity Problem. SIAM J. Sci. Comput. 37(4) (2015) - 2014
- [j14]Chungen Shen, Lei-Hong Zhang, Bo Wang, Wenqiong Shao:
Global and local convergence of a nonmonotone SQP method for constrained nonlinear optimization. Comput. Optim. Appl. 59(3): 435-473 (2014) - [j13]Lei-Hong Zhang:
On a self-consistent-field-like iteration for maximizing the sum of the Rayleigh quotients. J. Comput. Appl. Math. 257: 14-28 (2014) - [j12]Lei-Hong Zhang, Wei Hong Yang:
An efficient algorithm for second-order cone linear complementarity problems. Math. Comput. 83(288): 1701-1726 (2014) - [j11]Lei-Hong Zhang, Wei Hong Yang, Li-Zhi Liao:
A note on the trace quotient problem. Optim. Lett. 8(5): 1637-1645 (2014) - [j10]Lei-Hong Zhang, Wei Hong Yang:
An Efficient Matrix Splitting Method for the Second-Order Cone Complementarity Problem. SIAM J. Optim. 24(3): 1178-1205 (2014) - [j9]Lei-Hong Zhang, Jungong Xue, Ren-Cang Li:
Rayleigh-Ritz Approximation For the Linear Response Eigenvalue Problem. SIAM J. Matrix Anal. Appl. 35(2): 765-782 (2014) - 2013
- [j8]Lei-Hong Zhang:
On optimizing the sum of the Rayleigh quotient and the generalized Rayleigh quotient on the unit sphere. Comput. Optim. Appl. 54(1): 111-139 (2013) - [j7]Lei-Hong Zhang, Li-Zhi Liao, Michael K. Ng:
Superlinear Convergence of a General Algorithm for the Generalized Foley-Sammon Discriminant Analysis. J. Optim. Theory Appl. 157(3): 853-865 (2013) - 2012
- [j6]Lei-Hong Zhang, Li-Zhi Liao:
An alternating variable method for the maximal correlation problem. J. Glob. Optim. 54(1): 199-218 (2012) - 2011
- [j5]Lei-Hong Zhang, Li-Zhi Liao, Li-Ming Sun:
Towards the global solution of the maximal correlation problem. J. Glob. Optim. 49(1): 91-107 (2011) - [j4]Michael K. Ng, Li-Zhi Liao, Lei-Hong Zhang:
On sparse linear discriminant analysis algorithm for high-dimensional data classification. Numer. Linear Algebra Appl. 18(2): 223-235 (2011) - [j3]Lei-Hong Zhang:
Uncorrelated trace ratio linear discriminant analysis for undersampled problems. Pattern Recognit. Lett. 32(3): 476-484 (2011) - 2010
- [j2]Lei-Hong Zhang, Li-Zhi Liao, Michael K. Ng:
Fast Algorithms for the Generalized Foley-Sammon Discriminant Analysis. SIAM J. Matrix Anal. Appl. 31(4): 1584-1605 (2010) - [j1]Lei-Hong Zhang:
Riemannian Newton Method for the Multivariate Eigenvalue Problem. SIAM J. Matrix Anal. Appl. 31(5): 2972-2996 (2010)
Coauthor Index
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