Delin Chu

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 19

Top Topics

Singular Value Decomposition

Linear Discriminant

Negative Matrix Factorization

Top Venues

SIAM J. Matrix Anal. Appl.

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

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) (2024)
Delin Chu, Volker Mehrmann
Stabilization of linear Port-Hamiltonian Descriptor Systems via Output Feedback. CoRR (2024)
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) (2023)
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 (2022)
Dan Teng, Xiaowei Zhang, Li Cheng, Delin Chu
Least Squares Approximation via Sparse Subsampled Randomized Hadamard Transform. IEEE Trans. Big Data 8 (2) (2022)
Delin Chu, Weya Shi, Srinivas Eswar, Haesun Park
Nonnegative Least Squares Framework (ARkNLS) for Nonnegative Matrix Factorization. SIAM J. Matrix Anal. Appl. 42 (4) (2021)
Delin Chu, Wenya Shi, Srinivas Eswar, Haesun Park
An Alternating Rank-K Nonnegative Least Squares Framework (ARkNLS) for Nonnegative Matrix Factorization. CoRR (2020)
Yu Guan, Delin Chu
Numerical Computation for Orthogonal Low-Rank Approximation of Tensors. SIAM J. Matrix Anal. Appl. 40 (3) (2019)
Dan Teng, Delin Chu
A Fast Frequent Directions Algorithm for Low Rank Approximation. IEEE Trans. Pattern Anal. Mach. Intell. 41 (6) (2019)
Lilong Qian, Delin Chu
Decomposition of completely symmetric states. Quantum Inf. Process. 18 (7) (2019)
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) (2018)
Jiang Qian, Alan L. Andrew, Delin Chu, Roger C. E. Tan
Methods for solving underdetermined systems. Numer. Linear Algebra Appl. 25 (1) (2018)
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) (2017)
Rong Huang, Delin Chu
Computing Singular Value Decompositions of Parameterized Matrices with Total Nonpositivity to High Relative Accuracy. J. Sci. Comput. 71 (2) (2017)
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) (2017)
Bin Zhou, Delin Chu, Jens Saak, MingQing Xiao
Matrix equations with application to control theory. J. Frankl. Inst. 353 (5) (2016)
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) (2016)
Xiaowei Zhang, Delin Chu, Roger C. E. Tan
Sparse Uncorrelated Linear Discriminant Analysis for Undersampled Problems. IEEE Trans. Neural Networks Learn. Syst. 27 (7) (2016)
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)
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) (2015)
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) (2015)
Rong Huang, Delin Chu
Relative Perturbation Analysis for Eigenvalues and Singular Values of Totally Nonpositive Matrices. SIAM J. Matrix Anal. Appl. 36 (2) (2015)
Xiaowei Zhang, Delin Chu
Sparse Uncorrelated Linear Discriminant Analysis. ICML (1) (2013)
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) (2013)
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) (2013)
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) (2013)
Hao Jiang, Wai-Ki Ching, Delin Chu
Discriminant analysis in pairwise kernel learning for SVM classification. Int. J. Bioinform. Res. Appl. 8 (3/4) (2012)
Wai-Ki Ching, Delin Chu, Li-Zhi Liao, Xiaoyan Wang
Regularized orthogonal linear discriminant analysis. Pattern Recognit. 45 (7) (2012)
Delin Chu, Li-Zhi Liao, Michael K. Ng
Sparse Orthogonal Linear Discriminant Analysis. SIAM J. Sci. Comput. 34 (5) (2012)
Delin Chu, Y. S. Hung
A Numerical Design of Interactors for General Descriptor Systems. IEEE Trans. Autom. Control. 57 (9) (2012)
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) (2011)
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) (2011)
Delin Chu, Siong Thye Goh
A New and Fast Orthogonal Linear Discriminant Analysis on Undersampled Problems. SIAM J. Sci. Comput. 32 (4) (2010)
Delin Chu, Siong Thye Goh
A new and fast implementation for null space based linear discriminant analysis. Pattern Recognit. 43 (4) (2010)
Feng Liu, Guodong Shi, Delin Chu
Well-posedness of two classes of singular distributed parameter systems in Hilbert space. ICARCV (2010)
Jian Yang, Delin Chu
Sparse Representation Classifier Steered Discriminative Projection. ICPR (2010)
Delin Chu, Y. S. Hung, Hugo J. Woerdeman
Inertia and Rank Characterizations of Some Matrix Expressions. SIAM J. Matrix Anal. Appl. 31 (3) (2009)
Delin Chu, Yuzo Ohta, Dragoslav D. Siljak
Inclusion Principle for Descriptor Systems. IEEE Trans. Autom. Control. 54 (1) (2009)
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) (2009)
Delin Chu, Roger C. E. Tan
The extended J-spectral factorization for descriptor systems. Autom. 44 (3) (2008)
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) (2008)
Delin Chu, Roger C. E. Tan
Algebraic Characterizations for Positive Realness of Descriptor Systems. SIAM J. Matrix Anal. Appl. 30 (1) (2008)
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) (2007)
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) (2007)
Qihong Chen, Delin Chu, Roger C. E. Tan
Bilateral Obstacle Control Problem of Parabolic Variational Inequalities. SIAM J. Control. Optim. 46 (4) (2007)
Delin Chu, Xinmin Liu, Volker Mehrmann
A numerical method for computing the Hamiltonian Schur form. Numerische Mathematik 105 (3) (2007)
Delin Chu, Wen-Wei Lin, Roger C. E. Tan
A Numerical Method for a Generalized Algebraic Riccati Equation. SIAM J. Control. Optim. 45 (4) (2006)
Delin Chu, Moody T. Chu
Low rank update of singular values. Math. Comput. 75 (255) (2006)
Delin Chu, Gene H. Golub
On a Generalized Eigenvalue Problem for Nonsquare Pencils. SIAM J. Matrix Anal. Appl. 28 (3) (2006)
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) (2006)
Delin Chu, Paul Van Dooren
A novel numerical method for exact model matching problem with stability. Autom. 42 (10) (2006)
Delin Chu, Moody T. Chu
Reachable Matrices by a QR Step with Shift. SIAM J. Appl. Dyn. Syst. 5 (1) (2006)
Delin Chu, Daniel W. C. Ho
Computation of the (J, J')-Lossless Factorization for General Rational Matrices. SIAM J. Control. Optim. 44 (1) (2005)
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) (2005)
Delin Chu, Dragoslav D. Siljak
A Canonical Form for the Inclusion Principle of Dynamic Systems. SIAM J. Control. Optim. 44 (3) (2005)
Delin Chu
-optimization. Numer. Linear Algebra Appl. 11 (7) (2004)
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) (2003)
Delin Chu, Xinmin Liu, Roger C. E. Tan
Correction to on the numerical computation in systems and control. IEEE Trans. Autom. Control. 48 (1) (2003)
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) (2003)
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) (2002)
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) (2002)
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) (2002)
Delin Chu, Daniel W. C. Ho
A new algorithm for an eigenvalue assignment problem from singular control theory. IEEE Trans. Autom. Control. 47 (7) (2002)
Delin Chu, Michel Malabre
Numerically reliable design for proportional and derivative state-feedback decoupling controller. Autom. 38 (12) (2002)
Delin Chu, Michel Malabre
On the quadratic controllability and quadratic feedback minimality. IEEE Trans. Autom. Control. 47 (9) (2002)
Delin Chu, Volker Mehrmann
Disturbance decoupling for linear time-invariant systems: a matrix pencil approach. IEEE Trans. Autom. Control. 46 (5) (2001)
Delin Chu
A case study for the open question: disturbance decoupling problem for singular systems by output feedback. IEEE Trans. Autom. Control. 46 (12) (2001)
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) (2000)
Delin Chu, Volker Mehrmann
Disturbance Decoupling for Descriptor Systems by State Feedback. SIAM J. Control. Optim. 38 (6) (2000)
Delin Chu
Disturbance decoupled observer design for linear time-invariant systems: a matrix pencil approach. IEEE Trans. Autom. Control. 45 (8) (2000)
Delin Chu, Daniel W. C. Ho
Necessary and sufficient conditions for the output feedback regularization of descriptor systems. IEEE Trans. Autom. Control. 44 (2) (1999)