SIAM Journal on Matrix Analysis and Applications

Papers
(The median citation count of SIAM Journal on Matrix Analysis and Applications is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-06-01 to 2025-06-01.)
ArticleCitations
An Analysis of the Rayleigh–Ritz and Refined Rayleigh–Ritz Methods for Regular Nonlinear Eigenvalue Problems38
Reorthogonalized Pythagorean Variants of Block Classical Gram–Schmidt27
Contour Integration for Eigenvector Nonlinearities21
Arbitrary Precision Algorithms for Computing the Matrix Cosine and its Fréchet Derivative19
Efficient Vectors for Block Perturbed Consistent Matrices19
Diagonal Scalings for the Eigenstructure of Arbitrary Pencils15
Generalized Matrix Nearness Problems14
Analysis of the Truncated Conjugate Gradient Method for Linear Matrix Equations14
Generalized Perron Roots and Solvability of the Absolute Value Equation13
Computing the Riemannian Logarithm on the Stiefel Manifold: Metrics, Methods, and Performance12
Revisiting the Matrix Polynomial Greatest Common Divisor11
A Fast Iterative Algorithm for Near-Diagonal Eigenvalue Problems10
Nesting Approximate Inverses for Improved Preconditioning and Algebraic Multigrid Smoothing10
A Newton Method for Solving Locally Definite Multiparameter Eigenvalue Problems by Multi-index10
Global Convergence of Hessenberg Shifted QR III: Approximate Ritz Values via Shifted Inverse Iteration10
A Riemannian Optimization Method to Compute the Nearest Singular Pencil9
Probabilistic Rounding Error Analysis of Householder QR Factorization9
$(L_r,L_r,1)$-Decompositions, Sparse Component Analysis, and the Blind Separation of Sums of Exponentials9
Sensitivity of Matrix Function Based Network Communicability Measures: Computational Methods and A Priori Bounds9
A Bootstrap Multigrid Eigensolver9
Extreme Ratio Between Spectral and Frobenius Norms of Nonnegative Tensors8
New Convergence Analysis of GMRES with Weighted Norms, Preconditioning, and Deflation, Leading to a New Deflation Space8
Mixed Precision Recursive Block Diagonalization for Bivariate Functions of Matrices8
Sharp Estimation of Convergence Rate for Self-Consistent Field Iteration to Solve Eigenvector-Dependent Nonlinear Eigenvalue Problems8
Krylov-Aware Stochastic Trace Estimation8
Singular Value Decomposition of Dual Matrices and its Application to Traveling Wave Identification in the Brain8
A Sampling Algorithm to Compute the Set of Feasible Solutions for NonNegative Matrix Factorization with an Arbitrary Rank7
Analyzing the Influence of Agents in Trust Networks: Applying Nonsmooth Eigensensitivity Theory to a Graph Centrality Problem7
Randomized Nyström Preconditioning7
EPIC: A Provable Accelerated Eigensolver Based on Preconditioning and Implicit Convexity7
Solving Singular Generalized Eigenvalue Problems. Part II: Projection and Augmentation7
Efficient Scaling and Squaring Method for the Matrix Exponential7
Matrix Pencils with Coefficients that have Positive Semidefinite Hermitian Parts6
Root-Max Problems, Hybrid Expansion-Contraction, and Quadratically Convergent Optimization of Passive Systems6
Surrogate-Based Autotuning for Randomized Sketching Algorithms in Regression Problems6
Refinement of Hottopixx Method for Nonnegative Matrix Factorization Under Noisy Separability6
Multidimensional Total Least Squares Problem with Linear Equality Constraints6
Analytical Singular Value Decomposition for a Class of Stoichiometry Matrices6
Decomposition of a Tensor into Multilinear Rank-\({(M_{{r}},N_{{r}},\cdot )}\) Terms6
High Curvature Means Low Rank: On the Sectional Curvature of Grassmann and Stiefel Manifolds and the Underlying Matrix Trace Inequalities6
Spectral Transformation for the Dense Symmetric Semidefinite Generalized Eigenvalue Problem6
On Semidefinite Programming Characterizations of the Numerical Radius and Its Dual Norm5
Five-Precision GMRES-Based Iterative Refinement5
Stochastic Rounding Implicitly Regularizes Tall-and-Thin Matrices5
Approximate Generalized Inverses with Iterative Refinement for $\epsilon$-Accurate Preconditioning of Singular Systems5
On the Condition Number of the Shifted Real Ginibre Ensemble5
Multichannel Frequency Estimation with Constant Amplitude via Convex Structured Low-Rank Approximation5
A Block Householder–Based Algorithm for the QR Decomposition of Hierarchical Matrices5
A Columnwise Update Algorithm for Sparse Stochastic Matrix Factorization5
Deflation for the Off-Diagonal Block in Symmetric Saddle Point Systems5
Theoretical and Computable Optimal Subspace Expansions for Matrix Eigenvalue Problems5
Block Preconditioners for the Marker-and-Cell Discretization of the Stokes–Darcy Equations5
Twice Is Enough for Dangerous Eigenvalues5
Linear Asymptotic Convergence of Anderson Acceleration: Fixed-Point Analysis4
Multilinear Singular Value Decomposition–Based Completion with Fibers Observed in a Single Mode4
Johnson–Lindenstrauss Embeddings with Kronecker Structure4
Sketching with Kerdock's Crayons: Fast Sparsifying Transforms for Arbitrary Linear Maps4
Hierarchical Orthogonal Factorization: Sparse Square Matrices4
Backpropagation through Back Substitution with a Backslash4
Avoiding Discretization Issues for Nonlinear Eigenvalue Problems4
Parameterized Interpolation of Passive Systems4
Krylov Subspace Approach to Core Problems within Multilinear Approximation Problems: A Unifying Framework4
Measuring Segregation via Analysis on Graphs4
Entrywise Tensor-Train Approximation of Large Tensors via Random Embeddings4
Solving the Cubic Regularization Model by a Nested Restarting Lanczos Method3
Parametric Kernel Low-Rank Approximations Using Tensor Train Decomposition3
A Numerically Stable Communication-Avoiding \({s}\)-Step GMRES Algorithm3
Randomized Block Adaptive Linear System Solvers3
A Comparison of Mixed Precision Iterative Refinement Approaches for Least-Squares Problems3
Global Convergence of Hessenberg Shifted QR II: Finite Arithmetic3
A Measure Concentration Effect for Matrices of High, Higher, and Even Higher Dimension3
Analysis on Aggregation and Block Smoothers in Multigrid Methods for Block Toeplitz Linear Systems3
Geometric Inexact Newton Method for Generalized Singular Values of Grassmann Matrix Pair3
A Stable Matrix Version of the 2D Fast Multipole Method3
Assigning Stationary Distributions to Sparse Stochastic Matrices3
A Note on the Randomized Kaczmarz Algorithm for Solving Doubly Noisy Linear Systems3
Improved Variants of the Hutch++ Algorithm for Trace Estimation3
A Theory of Quantum Subspace Diagonalization3
An Efficient Algorithm for Integer Lattice Reduction3
Multilevel Tau Preconditioners for Symmetrized Multilevel Toeplitz Systems with Applications to Solving Space Fractional Diffusion Equations3
Asymptotic Spectral Properties of the Hilbert \(L\) -Matrix3
Variational Characterization and Rayleigh Quotient Iteration of 2D Eigenvalue Problem with Applications3
Properties of the Solution Set of Absolute Value Equations and the Related Matrix Classes3
Structure-Preserving Doubling Algorithms That Avoid Breakdowns for Algebraic Riccati-Type Matrix Equations3
GMRES with Randomized Sketching and Deflated Restarting3
Row or Column Completion of Polynomial Matrices of Given Degree2
Sharp Majorization-Type Cluster Robust Bounds for Block Filters and Eigensolvers2
Guarantees for Existence of a Best Canonical Polyadic Approximation of a Noisy Low-Rank Tensor2
Input-Tailored System-Theoretic Model Order Reduction for Quadratic-Bilinear Systems2
An Apocalypse-Free First-Order Low-Rank Optimization Algorithm with at Most One Rank Reduction Attempt per Iteration2
A Block Minimum Residual Norm Subspace Solver with Partial Convergence Management for Sequences of Linear Systems2
Interior Eigensolver Based on Rational Filter with Composite Rule2
Adaptive Rational Krylov Methods for Exponential Runge–Kutta Integrators2
Primitivity and Hurwitz Primitivity of Nonnegative Matrix Tuples: A Unified Approach2
Unimodular Completions and Orthogonal Complements of Matrices over Univariate Ore Extensions2
Stable and Efficient Computation of Generalized Polar Decompositions2
Reorthogonalized Block Classical Gram–Schmidt Using Two Cholesky-Based TSQR Algorithms2
Probabilistic Rounding Error Analysis of Modified Gram–Schmidt2
On Pairs of Spectrum Maximizing Products with Distinct Factor Multiplicities2
PinT Preconditioner for Forward-Backward Evolutionary Equations2
Cholesky-like Preconditioner for Hodge Laplacians via Heavy Collapsible Subcomplex2
Finding the Least Element of a Nonnegative Solution Set of a Class of Polynomial Inequalities2
Simultaneous Diagonalization via Congruence of Hermitian Matrices: Some Equivalent Conditions and a Numerical Solution2
Computing the Square Root of a Low-Rank Perturbation of the Scaled Identity Matrix2
A Complex-Projected Rayleigh Quotient Iteration for Targeting Interior Eigenvalues2
Block \(\boldsymbol{\omega }\)-Circulant Preconditioners for Parabolic Optimal Control Problems2
Verified Error Bounds for Matrix Decompositions2
A Structure Preserving Shift-Invert Infinite Arnoldi Algorithm for a Class of Delay Eigenvalue Problems with Hamiltonian Symmetry2
On Best Low Rank Approximation of Positive Definite Tensors2
Large-Scale Minimization of the Pseudospectral Abscissa2
A Fast Algorithm for Computing Macaulay Null Spaces of Bivariate Polynomial Systems2
Variational Characterization of Monotone Nonlinear Eigenvector Problems and Geometry of Self-Consistent Field Iteration2
Exactly Solving Sparse Rational Linear Systems via Roundoff-Error-Free Cholesky Factorizations2
Random Walks, Conductance, and Resistance for the Connection Graph Laplacian2
Robust Recovery of Low-Rank Matrices and Low-Tubal-Rank Tensors from Noisy Sketches2
One-Dimensional Tensor Network Recovery2
Eigenstructure Perturbations for a Class of Hamiltonian Matrices and Solutions of Related Riccati Inequalities2
Spectrum Consistent Coarsening Approximates Edge Weights2
Riemannian Preconditioned Coordinate Descent for Low Multilinear Rank Approximation2
On Adaptive Stochastic Heavy Ball Momentum for Solving Linear Systems2
Block-Diagonalization of Quaternion Circulant Matrices with Applications1
Perturbation Theory of Transfer Function Matrices1
Nearly Optimal Block-Jacobi Preconditioning1
Euclidean Representation of Low-Rank Matrices and Its Geometric Properties1
On the Weak Infinite Zero Structures and Relative Degrees for Linear Time-Delay Systems1
On Compatible Transfer Operators in Nonsymmetric Algebraic Multigrid1
GPMR: An Iterative Method for Unsymmetric Partitioned Linear Systems1
Dominant Z-Eigenpairs of Tensor Kronecker Products Decouple1
Spurious Valleys, NP-Hardness, and Tractability of Sparse Matrix Factorization with Fixed Support1
A Boundary-Layer Preconditioner for Singularly Perturbed Convection Diffusion1
XTrace: Making the Most of Every Sample in Stochastic Trace Estimation1
Structured Matrix Approximations via Tensor Decompositions1
Divide-and-Conquer Methods for Functions of Matrices with Banded or Hierarchical Low-Rank Structure1
Generalized Orthogonal Procrustes Problem under Arbitrary Adversaries1
The Ultimate Upper Bound on the Injectivity Radius of the Stiefel Manifold1
Higher-Order QR with Tournament Pivoting for Tensor Compression1
Theoretically and Computationally Convenient Geometries on Full-Rank Correlation Matrices1
Projectively and Weakly Simultaneously Diagonalizable Matrices and their Applications1
Balance with Memory in Signed Networks via Mittag-Leffler Matrix Functions1
Sparse Factorization of the Square All-Ones Matrix of Arbitrary Order1
Singularly Perturbed Markov Modulated Fluid Queues1
Communication Lower Bounds and Optimal Algorithms for Multiple Tensor-Times-Matrix Computation1
A New Lower Bound on the Size of the Smallest Vertex Separator of a Graph1
Are Sketch-and-Precondition Least Squares Solvers Numerically Stable?1
Krylov Subspace Recycling with Randomized Sketching for Matrix Functions1
Constraint-Satisfying Krylov Solvers for Structure-Preserving Discretizations1
Maximal Rank of ${m}\times{n}\times 2$ Tensors over Arbitrary Fields1
A Higher-Order Generalized Singular Value Decomposition for Rank-Deficient Matrices1
Matrix Completion and Decomposition in Phase-Bounded Cones1
Fast Approximation of the $p$-Radius, Matrix Pressure, or Generalized Lyapunov Exponent for Positive and Dominated Matrices1
Semi-Infinite Linear Regression and Its Applications1
Convergence of Gradient-Based Block Coordinate Descent Algorithms for Nonorthogonal Joint Approximate Diagonalization of Matrices1
Lipschitz Analysis of Generalized Phase Retrievable Matrix Frames1
Matrix-Analytic Methods for Solving Poisson’s Equation with Applications to Markov Chains of GI/G/1-Type1
Structure Preserving Quaternion Biconjugate Gradient Method1
A Predictor-Corrector Strategy for Adaptivity in Dynamical Low-Rank Approximations1
An Augmented Matrix-Based CJ-FEAST SVDsolver for Computing a Partial Singular Value Decomposition with the Singular Values in a Given Interval1
A New Interpretation of the Weighted Pseudoinverse and Its Applications1
Stochastic Algebraic Riccati Equations Are Almost as Easy as Deterministic Ones Theoretically1
Infinite GMRES for Parameterized Linear Systems1
An Escape Time Formulation for Subgraph Detection and Partitioning of Directed Graphs1
Uniformization Stable Markov Models and Their Jordan Algebraic Structure1
Coseparable Nonnegative Matrix Factorization1
Coseparable Nonnegative Tensor Factorization with t-CUR Decomposition1
Semidefinite Relaxation Methods for Tensor Absolute Value Equations1
Smoothing Analysis of Two Robust Multigrid Methods for Elliptic Optimal Control Problems1
Verified Error Bounds for All Eigenvalues and Eigenvectors of a Matrix1
Partial Identifiability for Nonnegative Matrix Factorization1
Factorization of Singular Matrix Polynomials and Matrices with Circular Higher Rank Numerical Ranges1
The Rank-1 Completion Problem for Cubic Tensors1
Monte Carlo Methods for Estimating the Diagonal of a Real Symmetric Matrix1
Bures–Wasserstein Minimizing Geodesics between Covariance Matrices of Different Ranks1
A Recursive Eigenspace Computation for the Canonical Polyadic Decomposition1
Partial Degeneration of Tensors1
Solving the Parametric Eigenvalue Problem by Taylor Series and Chebyshev Expansion1
On Characteristic Invariants of Matrix Pencils and Linear Relations1
A Class of Sparse Johnson–Lindenstrauss Transforms and Analysis of their Extreme Singular Values1
Spectral Analysis of Preconditioned Matrices Arising from Stage-Parallel Implicit Runge–Kutta Methods of Arbitrarily High Order1
A Geometric Approach to Approximating the Limit Set of Eigenvalues for Banded Toeplitz Matrices1
Permutation-Invariant Log-Euclidean Geometries on Full-Rank Correlation Matrices1
Weighted Enumeration of Nonbacktracking Walks on Weighted Graphs1
Efficient Preconditioners for Interior Point Methods via a New Schur Complement-Based Strategy1
More on Tensors with Different Rank and Symmetric Rank1
Low-Rank Plus Diagonal Approximations for Riccati-Like Matrix Differential Equations1
On Spectral and Nuclear Norms of Order Three Tensors with One Fixed Dimension1
An Edge Centrality Measure Based on the Kemeny Constant1
Speeding Up Krylov Subspace Methods for Computing \(\boldsymbol{{f}(A){b}}\) via Randomization1
Multivariate Trace Estimation Using Quantum State Space Linear Algebra1
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