Ren-Cang Li

Orcid: 0000-0002-4388-3398

According to our database1, Ren-Cang Li authored at least 81 papers between 1993 and 2024.

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Bibliography

2024
Locally unitarily invariantizable NEPv and convergence analysis of SCF.
Math. Comput., 2024

Flexible Modified LSMR Method for Least Squares Problems.
CoRR, 2024

On Stewart's Perturbation Theorem for SVD.
CoRR, 2024

Quality of Approximate Balanced Truncation.
CoRR, 2024

Existence and nonexistence of solutions for underdetermined generalized absolute value equations.
CoRR, 2024

2023
Multiview Orthonormalized Partial Least Squares: Regularizations and Deep Extensions.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

Trace ratio optimization with an application to multi-view learning.
Math. Program., 2023

On Novel Fixed-Point-Type Iterations with Structure-Preserving Doubling Algorithms for Stochastic Continuous-time Algebraic Riccati equations.
CoRR, 2023

Variations of Orthonormal Basis Matrices of Subspaces.
CoRR, 2023

On Generalizing Trace Minimization Principles, II.
CoRR, 2023

2022
A Scalable Algorithm for Large-Scale Unsupervised Multi-View Partial Least Squares.
IEEE Trans. Big Data, 2022

Sharp Estimation of Convergence Rate for Self-Consistent Field Iteration to Solve Eigenvector-Dependent Nonlinear Eigenvalue Problems.
SIAM J. Matrix Anal. Appl., 2022

A Self-Consistent-Field Iteration for Orthogonal Canonical Correlation Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Maximizing sum of coupled traces with applications.
Numerische Mathematik, 2022

Orthogonal multi-view analysis by successive approximations via eigenvectors.
Neurocomputing, 2022

Convergence of SCF for Locally Unitarily Invariantizable NEPv.
CoRR, 2022

A self-consistent-field iteration for MAXBET with an application to multi-view feature extraction.
Adv. Comput. Math., 2022

2021
Probabilistic Structure Learning for EEG/MEG Source Imaging With Hierarchical Graph Priors.
IEEE Trans. Medical Imaging, 2021

On an eigenvector-dependent nonlinear eigenvalue problem from the perspective of relative perturbation theory.
J. Comput. Appl. Math., 2021

Accurate numerical solution for structured M-matrix algebraic Riccati equations.
J. Comput. Appl. Math., 2021

On Generalizing Trace Minimization.
CoRR, 2021

2020
Learning Low-Dimensional Latent Graph Structures: A Density Estimation Approach.
IEEE Trans. Neural Networks Learn. Syst., 2020

First-Order Perturbation Theory for Eigenvalues and Eigenvectors.
SIAM Rev., 2020

Orthogonal canonical correlation analysis and applications.
Optim. Methods Softw., 2020

Accurate Numerical Solution for Shifted M-Matrix Algebraic Riccati Equations.
J. Sci. Comput., 2020

Uncorrelated Semi-paired Subspace Learning.
CoRR, 2020

Optimal Convergence Rate of Self-Consistent Field Iteration for Solving Eigenvector-dependent Nonlinear Eigenvalue Problems.
CoRR, 2020

Multi-view Orthonormalized Partial Least Squares: Regularizations and Deep Extensions.
CoRR, 2020

Perturbation theory for Hermitian quadratic eigenvalue problem - damped and simultaneously diagonalizable systems.
Appl. Math. Comput., 2020

2019
An Efficient Numerical Method for the Symmetric Positive Definite Second-Order Cone Linear Complementarity Problem.
J. Sci. Comput., 2019

Linear Constrained Rayleigh Quotient Optimization: Theory and Algorithms.
CoRR, 2019

Probabilistic Structure Learning for EEG/MEG Source Imaging with Hierarchical Graph Prior.
CoRR, 2019

2018
On an Eigenvector-Dependent Nonlinear Eigenvalue Problem.
SIAM J. Matrix Anal. Appl., 2018

Sparse Sampling and Fully-3D Fast Total Variation Based Imaging Reconstruction for Chemical Shift Imaging in Magnetic Resonance Spectroscopy.
Proceedings of the Brain Informatics - International Conference, 2018

2017
On the Generalized Lanczos Trust-Region Method.
SIAM J. Optim., 2017

Highly accurate doubling algorithms for <i>M</i>-matrix algebraic Riccati equations.
Numerische Mathematik, 2017

2016
A Nonlinear QR Algorithm for Banded Nonlinear Eigenvalue Problems.
ACM Trans. Math. Softw., 2016

A Fast Algorithm For Fast Train Palindromic Quadratic Eigenvalue Problems.
SIAM J. Sci. Comput., 2016

A new two-phase structure-preserving doubling algorithm for critically singular <i>M</i>-matrix algebraic Riccati equations.
Numer. Linear Algebra Appl., 2016

Self-Corrective Iterations (SCI) for generalized diagonally dominant matrices.
J. Comput. Appl. Math., 2016

A block Chebyshev-Davidson method for linear response eigenvalue problems.
Adv. Comput. Math., 2016

2015
A Krylov Subspace Method for Large-Scale Second-Order Cone Linear Complementarity Problem.
SIAM J. Sci. Comput., 2015

Convergence of the block Lanczos method for eigenvalue clusters.
Numerische Mathematik, 2015

A new look at the doubling algorithm for a structured palindromic quadratic eigenvalue problem.
Numer. Linear Algebra Appl., 2015

Active Manifold Learning via Gershgorin Circle Guided Sample Selection.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Rayleigh-Ritz Approximation For the Linear Response Eigenvalue Problem.
SIAM J. Matrix Anal. Appl., 2014

GIP integrators for Matrix Riccati Differential Equations.
Appl. Math. Comput., 2014

2013
Erratum: Perturbation of Partitioned Hermitian Definite Generalized Eigenvalue Problems.
SIAM J. Matrix Anal. Appl., 2013

Minimization Principles for the Linear Response Eigenvalue Problem II: Computation.
SIAM J. Matrix Anal. Appl., 2013

Convergence analysis of Lanczos-type methods for the linear response eigenvalue problem.
J. Comput. Appl. Math., 2013

2012
Alternating-directional Doubling Algorithm for M-Matrix Algebraic Riccati Equations.
SIAM J. Matrix Anal. Appl., 2012

Minimization Principles for the Linear Response Eigenvalue Problem I: Theory.
SIAM J. Matrix Anal. Appl., 2012

Accurate solutions of <i>M</i>-matrix algebraic Riccati equations.
Numerische Mathematik, 2012

Accurate solutions of <i>M</i>-matrix Sylvester equations.
Numerische Mathematik, 2012

A family of Anadromic numerical methods for matrix Riccati differential equations.
Math. Comput., 2012

2011
Perturbation of Partitioned Hermitian Definite Generalized Eigenvalue Problems.
SIAM J. Matrix Anal. Appl., 2011

2010
Analysis of the solution of the Sylvester equation using low-rank ADI with exact shifts.
Syst. Control. Lett., 2010

Structured backward error for palindromic polynomial eigenvalue problems.
Numerische Mathematik, 2010

Sharpness in rates of convergence for the symmetric Lanczos method.
Math. Comput., 2010

2009
Formally Verified Argument Reduction with a Fused Multiply-Add.
IEEE Trans. Computers, 2009

The rate of convergence of GMRES on a tridiagonal Toeplitz linear system.
Numerische Mathematik, 2009

On the ADI method for Sylvester equations.
J. Comput. Appl. Math., 2009

2008
On Meinardus' examples for the conjugate gradient method.
Math. Comput., 2008

2007
Backward Error of Polynomial Eigenproblems Solved by Linearization.
SIAM J. Matrix Anal. Appl., 2007

2006
Asymptotically Optimal Lower Bounds for the Condition Number of a Real Vandermonde Matrix.
SIAM J. Matrix Anal. Appl., 2006

Lower bounds for the condition number of a real confluent Vandermonde matrix.
Math. Comput., 2006

2005
Relative Perturbation Bounds for Positive Polar Factors of Graded Matrices.
SIAM J. Matrix Anal. Appl., 2005

2004
The abc conjecture and correctly rounded reciprocal square roots.
Theor. Comput. Sci., 2004

Near Optimality of Chebyshev Interpolation for Elementary Function Computations.
IEEE Trans. Computers, 2004

Structure-Preserving Model Reduction.
Proceedings of the Applied Parallel Computing, 2004

Substructuring, Dimension Reduction and Applications: An Introduction.
Proceedings of the Applied Parallel Computing, 2004

2003
A Krylov Subspace Method for Quadratic Matrix Polynomials with Application to Constrained Least Squares Problems.
SIAM J. Matrix Anal. Appl., 2003

On perturbations of matrix pencils with real spectra, a revisit.
Math. Comput., 2003

Theorems on Efficient Argument Reductions.
Proceedings of the 16th IEEE Symposium on Computer Arithmetic (Arith-16 2003), 2003

2000
A Bound on the Solution to a Structured Sylvester Equation with an Application to Relative Perturbation Theory.
SIAM J. Matrix Anal. Appl., 2000

1998
Relative Perturbation Theory: I. Eigenvalue and Singular Value Variations.
SIAM J. Matrix Anal. Appl., October, 1998

Relative Perturbation Theory: II. Eigenspace and Singular Subspace Variations.
SIAM J. Matrix Anal. Appl., 1998

1997
Composition constants for raising the orders of unconventional schemes for ordinary differential equations.
Math. Comput., 1997

1996
On perturbations of matrix pencils with real spectra. II.
Math. Comput., 1996

1995
New Perturbation Bounds for the Unitary Polar Factor.
SIAM J. Matrix Anal. Appl., 1995

1993
Bounds on Perturbations of Generalized Singular Values and of Associated Subspaces.
SIAM J. Matrix Anal. Appl., January, 1993


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