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2020 – today
- 2024
[j66]Liangshao Hou
, Delin Chu, Li-Zhi Liao:
Convergence of a Fast Hierarchical Alternating Least Squares Algorithm for Nonnegative Matrix Factorization. IEEE Trans. Knowl. Data Eng. 36(1): 77-89 (2024)- [i3]Delin Chu, Volker Mehrmann:
Stabilization of linear Port-Hamiltonian Descriptor Systems via Output Feedback. CoRR abs/2403.18967 (2024) - [i2]Delin Chu, Volker Mehrmann:
Port-Hamiltonian Realizations of Positive Real Descriptor Systems. CoRR abs/2408.14115 (2024) - 2023
- [j65]Liangshao Hou, Delin Chu, Li-Zhi Liao:
A Progressive Hierarchical Alternating Least Squares Method for Symmetric Nonnegative Matrix Factorization. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 5355-5369 (2023) - 2022
- [j64]Dan Teng, Xiaowei Zhang, Li Cheng, Delin Chu:
Least Squares Approximation via Sparse Subsampled Randomized Hadamard Transform. IEEE Trans. Big Data 8(2): 446-457 (2022) - [j63]Teng-Yu Ji, Delin Chu, Xi-Le Zhao, Danfeng Hong:
A Unified Framework of Cloud Detection and Removal Based on Low-Rank and Group Sparse Regularizations for Multitemporal Multispectral Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - 2021
- [j62]Delin Chu, Weya Shi, Srinivas Eswar, Haesun Park:
An Alternating Rank-k Nonnegative Least Squares Framework (ARkNLS) for Nonnegative Matrix Factorization. SIAM J. Matrix Anal. Appl. 42(4): 1451-1479 (2021) - 2020
- [i1]Delin Chu, Wenya Shi, Srinivas Eswar, Haesun Park:
An Alternating Rank-K Nonnegative Least Squares Framework (ARkNLS) for Nonnegative Matrix Factorization. CoRR abs/2007.06118 (2020)
2010 – 2019
- 2019
- [j61]Dan Teng, Delin Chu:
A Fast Frequent Directions Algorithm for Low Rank Approximation. IEEE Trans. Pattern Anal. Mach. Intell. 41(6): 1279-1293 (2019) - [j60]Lilong Qian, Delin Chu:
Decomposition of completely symmetric states. Quantum Inf. Process. 18(7): 208 (2019) - [j59]Yu Guan, Delin Chu:
Numerical Computation for Orthogonal Low-Rank Approximation of Tensors. SIAM J. Matrix Anal. Appl. 40(3): 1047-1065 (2019) - 2018
- [j58]Jiang Qian, Alan L. Andrew, Delin Chu, Roger C. E. Tan:
Methods for solving underdetermined systems. Numer. Linear Algebra Appl. 25(1) (2018) - [j57]Yu Guan, Moody T. Chu, Delin Chu:
SVD-Based Algorithms for the Best Rank-1 Approximation of a Symmetric Tensor. SIAM J. Matrix Anal. Appl. 39(3): 1095-1115 (2018) - 2017
- [j56]Rong Huang, Delin Chu:
Computing Singular Value Decompositions of Parameterized Matrices with Total Nonpositivity to High Relative Accuracy. J. Sci. Comput. 71(2): 682-711 (2017) - [j55]Hong Zhu, Xiaowei Zhang, Delin Chu, Li-Zhi Liao:
Nonconvex and Nonsmooth Optimization with Generalized Orthogonality Constraints: An Approximate Augmented Lagrangian Method. J. Sci. Comput. 72(1): 331-372 (2017) - [j54]Jiang Qian, Yun-Feng Cai, Delin Chu, Roger C. E. Tan:
Eigenvalue Embedding of Undamped Vibroacoustic Systems with No-spillover. SIAM J. Matrix Anal. Appl. 38(4): 1190-1209 (2017) - 2016
- [j53]Bin Zhou, Delin Chu, Jens Saak, MingQing Xiao:
Matrix equations with application to control theory. J. Frankl. Inst. 353(5): 971-973 (2016) - [j52]Jiang Qian, Delin Chu, Roger C. E. Tan:
A Systematic Analysis on Analyticity of Semisimple Eigenvalues of Matrix-Valued Functions. SIAM J. Matrix Anal. Appl. 37(4): 1581-1599 (2016) - [j51]Xiaowei Zhang, Li Cheng, Delin Chu, Li-Zhi Liao, Michael K. Ng, Roger C. E. Tan:
Incremental Regularized Least Squares for Dimensionality Reduction of Large-Scale Data. SIAM J. Sci. Comput. 38(3) (2016) - [j50]Xiaowei Zhang, Delin Chu, Roger C. E. Tan:
Sparse Uncorrelated Linear Discriminant Analysis for Undersampled Problems. IEEE Trans. Neural Networks Learn. Syst. 27(7): 1469-1485 (2016) - 2015
- [j49]Rong Huang, Delin Chu:
Relative Perturbation Analysis for Eigenvalues and Singular Values of Totally Nonpositive Matrices. SIAM J. Matrix Anal. Appl. 36(2): 476-495 (2015) - [j48]Jiang Qian, Delin Chu, Roger C. E. Tan:
Analyticity of Semisimple Eigenvalues and Corresponding Eigenvectors of Matrix-Valued Functions. SIAM J. Matrix Anal. Appl. 36(4): 1542-1566 (2015) - [j47]Delin Chu, Li-Zhi Liao, Michael Kwok-Po Ng, Xiaoyan Wang:
Incremental Linear Discriminant Analysis: A Fast Algorithm and Comparisons. IEEE Trans. Neural Networks Learn. Syst. 26(11): 2716-2735 (2015) - 2013
- [j46]Delin Chu, Li-Zhi Liao, Michael K. Ng, Xiaowei Zhang:
Sparse Canonical Correlation Analysis: New Formulation and Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. 35(12): 3050-3065 (2013) - [j45]Jiang Qian, Alan L. Andrew, Delin Chu, Roger C. E. Tan:
Computing Derivatives of Repeated Eigenvalues and Corresponding Eigenvectors of Quadratic Eigenvalue Problems. SIAM J. Matrix Anal. Appl. 34(3): 1089-1111 (2013) - [j44]Jian Yang, Delin Chu, Lei Zhang, Yong Xu, Jingyu Yang:
Sparse Representation Classifier Steered Discriminative Projection With Applications to Face Recognition. IEEE Trans. Neural Networks Learn. Syst. 24(7): 1023-1035 (2013) - [c3]Xiaowei Zhang, Delin Chu:
Sparse Uncorrelated Linear Discriminant Analysis. ICML (1) 2013: 45-52 - 2012
- [j43]Hao Jiang, Wai-Ki Ching, Delin Chu:
Discriminant analysis in pairwise kernel learning for SVM classification. Int. J. Bioinform. Res. Appl. 8(3/4): 305-321 (2012) - [j42]Wai-Ki Ching, Delin Chu, Li-Zhi Liao, Xiaoyan Wang:
Regularized orthogonal linear discriminant analysis. Pattern Recognit. 45(7): 2719-2732 (2012) - [j41]Delin Chu, Li-Zhi Liao, Michael K. Ng:
Sparse Orthogonal Linear Discriminant Analysis. SIAM J. Sci. Comput. 34(5) (2012) - [j40]Delin Chu, Y. S. Hung:
A Numerical Design of Interactors for General Descriptor Systems. IEEE Trans. Autom. Control. 57(9): 2396-2399 (2012) - 2011
- [j39]Delin Chu, Lijing Lin, Roger C. E. Tan, Yimin Wei:
Condition numbers and perturbation analysis for the Tikhonov regularization of discrete ill-posed problems. Numer. Linear Algebra Appl. 18(1): 87-103 (2011) - [j38]Delin Chu, Siong Thye Goh, Y. S. Hung:
Characterization of All Solutions for Undersampled Uncorrelated Linear Discriminant Analysis Problems. SIAM J. Matrix Anal. Appl. 32(3): 820-844 (2011) - 2010
- [j37]Delin Chu, Siong Thye Goh:
A new and fast implementation for null space based linear discriminant analysis. Pattern Recognit. 43(4): 1373-1379 (2010) - [j36]Delin Chu, Siong Thye Goh:
A New and Fast Orthogonal Linear Discriminant Analysis on Undersampled Problems. SIAM J. Sci. Comput. 32(4): 2274-2297 (2010) - [c2]Feng Liu, Guodong Shi, Delin Chu:
Well-posedness of two classes of singular distributed parameter systems in Hilbert space. ICARCV 2010: 299-304 - [c1]Jian Yang, Delin Chu:
Sparse Representation Classifier Steered Discriminative Projection. ICPR 2010: 694-697
2000 – 2009
- 2009
- [j35]Delin Chu, Moody T. Chu, Wen-Wei Lin:
Quadratic Model Updating with Symmetry, Positive Definiteness, and No Spill-Over. SIAM J. Matrix Anal. Appl. 31(2): 546-564 (2009) - [j34]Delin Chu, Y. S. Hung, Hugo J. Woerdeman:
Inertia and Rank Characterizations of Some Matrix Expressions. SIAM J. Matrix Anal. Appl. 31(3): 1187-1226 (2009) - [j33]Delin Chu, Yuzo Ohta, Dragoslav D. Siljak:
Inclusion Principle for Descriptor Systems. IEEE Trans. Autom. Control. 54(1): 3-18 (2009) - 2008
- [j32]Delin Chu, Roger C. E. Tan:
The extended J-spectral factorization for descriptor systems. Autom. 44(3): 585-597 (2008) - [j31]Delin Chu, Roger C. E. Tan:
Algebraic Characterizations for Positive Realness of Descriptor Systems. SIAM J. Matrix Anal. Appl. 30(1): 197-222 (2008) - [j30]Delin Chu, Michel Malabre, Roger C. E. Tan:
State Feedback Decoupling Problem with Stability for (A, B, C, D) Quadruples. SIAM J. Matrix Anal. Appl. 30(4): 1735-1760 (2008) - 2007
- [j29]Delin Chu, Xinmin Liu, Volker Mehrmann:
A numerical method for computing the Hamiltonian Schur form. Numerische Mathematik 105(3): 375-412 (2007) - [j28]Qihong Chen, Delin Chu, Roger C. E. Tan:
Bilateral Obstacle Control Problem of Parabolic Variational Inequalities. SIAM J. Control. Optim. 46(4): 1518-1537 (2007) - [j27]Zheng-Jian Bai, Delin Chu, Roger C. E. Tan:
Computing the Nearest Doubly Stochastic Matrix with A Prescribed Entry. SIAM J. Sci. Comput. 29(2): 635-655 (2007) - [j26]Zheng-Jian Bai, Delin Chu, Defeng Sun:
A Dual Optimization Approach to Inverse Quadratic Eigenvalue Problems with Partial Eigenstructure. SIAM J. Sci. Comput. 29(6): 2531-2561 (2007) - 2006
- [j25]Delin Chu, Paul Van Dooren:
A novel numerical method for exact model matching problem with stability. Autom. 42(10): 1697-1704 (2006) - [j24]Delin Chu, Moody T. Chu:
Low rank update of singular values. Math. Comput. 75(255): 1351-1366 (2006) - [j23]Delin Chu, Moody T. Chu:
Reachable Matrices by a QR Step with Shift. SIAM J. Appl. Dyn. Syst. 5(1): 91-107 (2006) - [j22]Delin Chu, Wen-Wei Lin, Roger C. E. Tan:
A Numerical Method for a Generalized Algebraic Riccati Equation. SIAM J. Control. Optim. 45(4): 1222-1250 (2006) - [j21]Delin Chu, Y. S. Hung:
A Matrix Pencil Approach to the Row by Row Decoupling Problem for Descriptor Systems. SIAM J. Matrix Anal. Appl. 28(3): 682-702 (2006) - [j20]Delin Chu, Gene H. Golub:
On a Generalized Eigenvalue Problem for Nonsquare Pencils. SIAM J. Matrix Anal. Appl. 28(3): 770-787 (2006) - 2005
- [j19]Delin Chu, Daniel W. C. Ho:
Computation of the (J, J')-Lossless Factorization for General Rational Matrices. SIAM J. Control. Optim. 44(1): 240-267 (2005) - [j18]Delin Chu, Dragoslav D. Siljak:
A Canonical Form for the Inclusion Principle of Dynamic Systems. SIAM J. Control. Optim. 44(3): 969-990 (2005) - [j17]Qihong Chen, Delin Chu, Roger C. E. Tan:
Optimal Control of Obstacle for Quasi-linear Elliptic Variational Bilateral Problems. SIAM J. Control. Optim. 44(3): 1067-1080 (2005) - 2004
- [j16]Delin Chu:
On the computation of the infimum in H∞-optimization. Numer. Linear Algebra Appl. 11(7): 619-648 (2004) - 2003
- [j15]Delin Chu, Lieven De Lathauwer, Bart De Moor:
A QR-type reduction for computing the SVD of a general matrix product/quotient. Numerische Mathematik 95(1): 101-121 (2003) - [j14]Delin Chu:
The fixed poles of the disturbance decoupling problem and almost stability subspace \(\mathcal V^\star_{b, g}({\rm ker}(C))\). Numerische Mathematik 96(2): 221-252 (2003) - [j13]Delin Chu, Xinmin Liu, Roger C. E. Tan:
Correction to on the numerical computation in systems and control. IEEE Trans. Autom. Control. 48(1): 174-176 (2003) - 2002
- [j12]Delin Chu, Michel Malabre:
Numerically reliable design for proportional and derivative state-feedback decoupling controller. Autom. 38(12): 2121-2125 (2002) - [j11]Delin Chu, Roger C. E. Tan:
Numerically Reliable Computing for the Row by Row Decoupling Problem with Stability. SIAM J. Matrix Anal. Appl. 23(4): 1143-1170 (2002) - [j10]Delin Chu, Roger C. E. Tan:
Solvability Conditions and Parameterization of All Solutions for the Triangular Decoupling Problem. SIAM J. Matrix Anal. Appl. 23(4): 1171-1182 (2002) - [j9]Delin Chu, Daniel W. C. Ho:
A new algorithm for an eigenvalue assignment problem from singular control theory. IEEE Trans. Autom. Control. 47(7): 1163-1167 (2002) - [j8]Delin Chu, Michel Malabre:
On the quadratic controllability and quadratic feedback minimality. IEEE Trans. Autom. Control. 47(9): 1487-1491 (2002) - [j7]Delin Chu, Xinmin Liu, Roger C. E. Tan:
On the numerical computation of a structural decomposition in systems and control. IEEE Trans. Autom. Control. 47(11): 1786-1799 (2002) - 2001
- [j6]Delin Chu, Volker Mehrmann:
Disturbance decoupling for linear time-invariant systems: a matrix pencil approach. IEEE Trans. Autom. Control. 46(5): 802-808 (2001) - [j5]Delin Chu:
A case study for the open question: disturbance decoupling problem for singular systems by output feedback. IEEE Trans. Autom. Control. 46(12): 1924-1930 (2001) - 2000
- [j4]Delin Chu, Volker Mehrmann:
Disturbance Decoupling for Descriptor Systems by State Feedback. SIAM J. Control. Optim. 38(6): 1830-1858 (2000) - [j3]Delin Chu, Lieven De Lathauwer, Bart De Moor:
On the Computation of the Restricted Singular Value Decomposition via the Cosine-Sine Decomposition. SIAM J. Matrix Anal. Appl. 22(2): 580-601 (2000) - [j2]Delin Chu:
Disturbance decoupled observer design for linear time-invariant systems: a matrix pencil approach. IEEE Trans. Autom. Control. 45(8): 1569-1575 (2000)
1990 – 1999
- 1999
- [j1]Delin Chu, Daniel W. C. Ho:
Necessary and sufficient conditions for the output feedback regularization of descriptor systems. IEEE Trans. Autom. Control. 44(2): 405-412 (1999)
Coauthor Index
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