Delin Chu

According to our database, Delin Chu authored at least 72 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Convergence of a Fast Hierarchical Alternating Least Squares Algorithm for Nonnegative Matrix Factorization.

Liangshao Hou, Delin Chu, Li-Zhi Liao

IEEE Trans. Knowl. Data Eng., January, 2024

Port-Hamiltonian Realizations of Positive Real Descriptor Systems.

Delin Chu, Volker Mehrmann

CoRR, 2024

Stabilization of linear Port-Hamiltonian Descriptor Systems via Output Feedback.

Delin Chu, Volker Mehrmann

CoRR, 2024

2023

A Progressive Hierarchical Alternating Least Squares Method for Symmetric Nonnegative Matrix Factorization.

Liangshao Hou, Delin Chu, Li-Zhi Liao

IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

2022

A Unified Framework of Cloud Detection and Removal Based on Low-Rank and Group Sparse Regularizations for Multitemporal Multispectral Images.

Teng-Yu Ji, Delin Chu, Xi-Le Zhao, Danfeng Hong

IEEE Trans. Geosci. Remote. Sens., 2022

Least Squares Approximation via Sparse Subsampled Randomized Hadamard Transform.

Dan Teng, Xiaowei Zhang, Li Cheng, Delin Chu

IEEE Trans. Big Data, 2022

2021

An Alternating Rank-<i>k</i> Nonnegative Least Squares Framework (ARkNLS) for Nonnegative Matrix Factorization.

Delin Chu, Weya Shi, Srinivas Eswar, Haesun Park

SIAM J. Matrix Anal. Appl., 2021

2020

An Alternating Rank-K Nonnegative Least Squares Framework (ARkNLS) for Nonnegative Matrix Factorization.

Delin Chu, Wenya Shi, Srinivas Eswar, Haesun Park

CoRR, 2020

2019

Numerical Computation for Orthogonal Low-Rank Approximation of Tensors.

Yu Guan, Delin Chu

SIAM J. Matrix Anal. Appl., 2019

Decomposition of completely symmetric states.

Lilong Qian, Delin Chu

Quantum Inf. Process., 2019

A Fast Frequent Directions Algorithm for Low Rank Approximation.

Dan Teng, Delin Chu

IEEE Trans. Pattern Anal. Mach. Intell., 2019

2018

SVD-Based Algorithms for the Best Rank-1 Approximation of a Symmetric Tensor.

Yu Guan, Moody T. Chu, Delin Chu

SIAM J. Matrix Anal. Appl., 2018

Methods for solving underdetermined systems.

Jiang Qian, Alan L. Andrew, Delin Chu, Roger C. E. Tan

Numer. Linear Algebra Appl., 2018

2017

Eigenvalue Embedding of Undamped Vibroacoustic Systems with No-spillover.

Jiang Qian, Yun-Feng Cai, Delin Chu, Roger C. E. Tan

SIAM J. Matrix Anal. Appl., 2017

Nonconvex and Nonsmooth Optimization with Generalized Orthogonality Constraints: An Approximate Augmented Lagrangian Method.

Hong Zhu, Xiaowei Zhang, Delin Chu, Li-Zhi Liao

J. Sci. Comput., 2017

Computing Singular Value Decompositions of Parameterized Matrices with Total Nonpositivity to High Relative Accuracy.

Rong Huang, Delin Chu

J. Sci. Comput., 2017

2016

Sparse Uncorrelated Linear Discriminant Analysis for Undersampled Problems.

Xiaowei Zhang, Delin Chu, Roger C. E. Tan

IEEE Trans. Neural Networks Learn. Syst., 2016

Incremental Regularized Least Squares for Dimensionality Reduction of Large-Scale Data.

Xiaowei Zhang, Li Cheng, Delin Chu, Li-Zhi Liao, Michael K. Ng, Roger C. E. Tan

SIAM J. Sci. Comput., 2016

A Systematic Analysis on Analyticity of Semisimple Eigenvalues of Matrix-Valued Functions.

Jiang Qian, Delin Chu, Roger C. E. Tan

SIAM J. Matrix Anal. Appl., 2016

Matrix equations with application to control theory.

Bin Zhou, Delin Chu, Jens Saak, MingQing Xiao

J. Frankl. Inst., 2016

2015

Incremental Linear Discriminant Analysis: A Fast Algorithm and Comparisons.

Delin Chu, Li-Zhi Liao, Michael Kwok-Po Ng, Xiaoyan Wang

IEEE Trans. Neural Networks Learn. Syst., 2015

Analyticity of Semisimple Eigenvalues and Corresponding Eigenvectors of Matrix-Valued Functions.

Jiang Qian, Delin Chu, Roger C. E. Tan

SIAM J. Matrix Anal. Appl., 2015

Relative Perturbation Analysis for Eigenvalues and Singular Values of Totally Nonpositive Matrices.

Rong Huang, Delin Chu

SIAM J. Matrix Anal. Appl., 2015

2013

Sparse Representation Classifier Steered Discriminative Projection With Applications to Face Recognition.

Jian Yang, Delin Chu, Lei Zhang, Yong Xu, Jingyu Yang

IEEE Trans. Neural Networks Learn. Syst., 2013

Computing Derivatives of Repeated Eigenvalues and Corresponding Eigenvectors of Quadratic Eigenvalue Problems.

Jiang Qian, Alan L. Andrew, Delin Chu, Roger C. E. Tan

SIAM J. Matrix Anal. Appl., 2013

Sparse Canonical Correlation Analysis: New Formulation and Algorithm.

Delin Chu, Li-Zhi Liao, Michael K. Ng, Xiaowei Zhang

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Sparse Uncorrelated Linear Discriminant Analysis.

Xiaowei Zhang, Delin Chu

Proceedings of the 30th International Conference on Machine Learning, 2013

2012

A Numerical Design of Interactors for General Descriptor Systems.

Delin Chu, Y. S. Hung

IEEE Trans. Autom. Control., 2012

Sparse Orthogonal Linear Discriminant Analysis.

Delin Chu, Li-Zhi Liao, Michael K. Ng

SIAM J. Sci. Comput., 2012

Regularized orthogonal linear discriminant analysis.

Wai-Ki Ching, Delin Chu, Li-Zhi Liao, Xiaoyan Wang

Pattern Recognit., 2012

Discriminant analysis in pairwise kernel learning for SVM classification.

Hao Jiang, Wai-Ki Ching, Delin Chu

Int. J. Bioinform. Res. Appl., 2012

2011

Characterization of All Solutions for Undersampled Uncorrelated Linear Discriminant Analysis Problems.

Delin Chu, Siong Thye Goh, Y. S. Hung

SIAM J. Matrix Anal. Appl., 2011

Condition numbers and perturbation analysis for the Tikhonov regularization of discrete ill-posed problems.

Delin Chu, Lijing Lin, Roger C. E. Tan, Yimin Wei

Numer. Linear Algebra Appl., 2011

2010

A New and Fast Orthogonal Linear Discriminant Analysis on Undersampled Problems.

Delin Chu, Siong Thye Goh

SIAM J. Sci. Comput., 2010

A new and fast implementation for null space based linear discriminant analysis.

Delin Chu, Siong Thye Goh

Pattern Recognit., 2010

Sparse Representation Classifier Steered Discriminative Projection.

Jian Yang, Delin Chu

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Well-posedness of two classes of singular distributed parameter systems in Hilbert space.

Feng Liu, Guodong Shi, Delin Chu

Proceedings of the 11th International Conference on Control, 2010

2009

Inclusion Principle for Descriptor Systems.

Delin Chu, Yuzo Ohta, Dragoslav D. Siljak

IEEE Trans. Autom. Control., 2009

Inertia and Rank Characterizations of Some Matrix Expressions.

Delin Chu, Y. S. Hung, Hugo J. Woerdeman

SIAM J. Matrix Anal. Appl., 2009

Quadratic Model Updating with Symmetry, Positive Definiteness, and No Spill-Over.

Delin Chu, Moody T. Chu, Wen-Wei Lin

SIAM J. Matrix Anal. Appl., 2009

2008

Algebraic Characterizations for Positive Realness of Descriptor Systems.

Delin Chu, Roger C. E. Tan

SIAM J. Matrix Anal. Appl., 2008

State Feedback Decoupling Problem with Stability for (A, B, C, D) Quadruples.

Delin Chu, Michel Malabre, Roger C. E. Tan

SIAM J. Matrix Anal. Appl., 2008

The extended J-spectral factorization for descriptor systems.

Delin Chu, Roger C. E. Tan

Autom., 2008

2007

Computing the Nearest Doubly Stochastic Matrix with A Prescribed Entry.

Zheng-Jian Bai, Delin Chu, Roger C. E. Tan

SIAM J. Sci. Comput., 2007

A Dual Optimization Approach to Inverse Quadratic Eigenvalue Problems with Partial Eigenstructure.

Zheng-Jian Bai, Delin Chu, Defeng Sun

SIAM J. Sci. Comput., 2007

Bilateral Obstacle Control Problem of Parabolic Variational Inequalities.

Qihong Chen, Delin Chu, Roger C. E. Tan

SIAM J. Control. Optim., 2007

A numerical method for computing the Hamiltonian Schur form.

Delin Chu, Xinmin Liu, Volker Mehrmann

Numerische Mathematik, 2007

2006

A Matrix Pencil Approach to the Row by Row Decoupling Problem for Descriptor Systems.

Delin Chu, Y. S. Hung

SIAM J. Matrix Anal. Appl., 2006

On a Generalized Eigenvalue Problem for Nonsquare Pencils.

Delin Chu, Gene H. Golub

SIAM J. Matrix Anal. Appl., 2006

A Numerical Method for a Generalized Algebraic Riccati Equation.

Delin Chu, Wen-Wei Lin, Roger C. E. Tan

SIAM J. Control. Optim., 2006

Reachable Matrices by a QR Step with Shift.

Delin Chu, Moody T. Chu

SIAM J. Appl. Dyn. Syst., 2006

Low rank update of singular values.

Delin Chu, Moody T. Chu

Math. Comput., 2006

A novel numerical method for exact model matching problem with stability.

Delin Chu, Paul Van Dooren

Autom., 2006

2005

A Canonical Form for the Inclusion Principle of Dynamic Systems.

Delin Chu, Dragoslav D. Siljak

SIAM J. Control. Optim., 2005

Computation of the (J, J')-Lossless Factorization for General Rational Matrices.

Delin Chu, Daniel W. C. Ho

SIAM J. Control. Optim., 2005

Optimal Control of Obstacle for Quasi-linear Elliptic Variational Bilateral Problems.

Qihong Chen, Delin Chu, Roger C. E. Tan

SIAM J. Control. Optim., 2005

2004

On the computation of the infimum in <i>H</i>_∞-optimization.

Delin Chu

Numer. Linear Algebra Appl., 2004

2003

Correction to on the numerical computation in systems and control.

Delin Chu, Xinmin Liu, Roger C. E. Tan

IEEE Trans. Autom. Control., 2003

A QR-type reduction for computing the SVD of a general matrix product/quotient.

Delin Chu, Lieven De Lathauwer, Bart De Moor

Numerische Mathematik, 2003

The fixed poles of the disturbance decoupling problem and almost stability subspace \(\mathcal V^\star_{b, g}({\rm ker}(C))\).

Delin Chu

Numerische Mathematik, 2003

2002

On the quadratic controllability and quadratic feedback minimality.

Delin Chu, Michel Malabre

IEEE Trans. Autom. Control., 2002

On the numerical computation of a structural decomposition in systems and control.

Delin Chu, Xinmin Liu, Roger C. E. Tan

IEEE Trans. Autom. Control., 2002

A new algorithm for an eigenvalue assignment problem from singular control theory.

Delin Chu, Daniel W. C. Ho

IEEE Trans. Autom. Control., 2002

Solvability Conditions and Parameterization of All Solutions for the Triangular Decoupling Problem.

Delin Chu, Roger C. E. Tan

SIAM J. Matrix Anal. Appl., 2002

Numerically Reliable Computing for the Row by Row Decoupling Problem with Stability.

Delin Chu, Roger C. E. Tan

SIAM J. Matrix Anal. Appl., 2002

Numerically reliable design for proportional and derivative state-feedback decoupling controller.

Delin Chu, Michel Malabre

Autom., 2002

2001

Disturbance decoupling for linear time-invariant systems: a matrix pencil approach.

Delin Chu, Volker Mehrmann

IEEE Trans. Autom. Control., 2001

A case study for the open question: disturbance decoupling problem for singular systems by output feedback.

Delin Chu

IEEE Trans. Autom. Control., 2001

2000

Disturbance decoupled observer design for linear time-invariant systems: a matrix pencil approach.

Delin Chu

IEEE Trans. Autom. Control., 2000

On the Computation of the Restricted Singular Value Decomposition via the Cosine-Sine Decomposition.

Delin Chu, Lieven De Lathauwer, Bart De Moor

SIAM J. Matrix Anal. Appl., 2000

Disturbance Decoupling for Descriptor Systems by State Feedback.

Delin Chu, Volker Mehrmann

SIAM J. Control. Optim., 2000

1999

Necessary and sufficient conditions for the output feedback regularization of descriptor systems.

Delin Chu, Daniel W. C. Ho

IEEE Trans. Autom. Control., 1999