SIAM Journal on Matrix Analysis and Applications

Papers
(The median citation count of SIAM Journal on Matrix Analysis and Applications is 2. 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 2022-08-01 to 2026-08-01.)
ArticleCitations
Unified SMW-Like Identities of Low-Rank Updates for Generalized Inverses and Pseudoinverses70
Perfect State Transfer Between Real Pure States61
Contour Integration for Eigenvector Nonlinearities53
Generalized Perron Roots and Solvability of the Absolute Value Equation39
Commutator Calculus and Symbolic Differentiation of Matrix Functions34
Efficient Vectors for Block Perturbed Consistent Matrices27
Computing Asymptotic Eigenvectors and Eigenvalues of Perturbed Symmetric Matrices25
An Analysis of the Rayleigh–Ritz and Refined Rayleigh–Ritz Methods for Regular Nonlinear Eigenvalue Problems24
Generalized Matrix Nearness Problems24
Adaptive Randomized Pivoting for Column Subset Selection, DEIM, and Low-Rank Approximation21
Multilinear Analysis of Quaternion Arrays: Theory and Computation21
Reorthogonalized Pythagorean Variants of Block Classical Gram–Schmidt18
Revisiting the Matrix Polynomial Greatest Common Divisor17
A Fast Iterative Algorithm for Near-Diagonal Eigenvalue Problems16
Analysis of the Truncated Conjugate Gradient Method for Linear Matrix Equations16
A Newton Method for Solving Locally Definite Multiparameter Eigenvalue Problems by Multi-index15
Global Convergence of Hessenberg Shifted QR III: Approximate Ritz Values via Shifted Inverse Iteration15
A Bootstrap Multigrid Eigensolver15
A Riemannian Optimization Method to Compute the Nearest Singular Pencil14
New Convergence Analysis of GMRES with Weighted Norms, Preconditioning, and Deflation, Leading to a New Deflation Space14
Nesting Approximate Inverses for Improved Preconditioning and Algebraic Multigrid Smoothing14
Probabilistic Rounding Error Analysis of Householder QR Factorization13
Sensitivity of Matrix Function Based Network Communicability Measures: Computational Methods and A Priori Bounds13
Singular Value Decomposition of Dual Matrices and its Application to Traveling Wave Identification in the Brain13
Randomized Block Low-Rank Matrix Compression by Tagging13
Randomized Nyström Preconditioning12
Extreme Ratio Between Spectral and Frobenius Norms of Nonnegative Tensors12
Exact Low-Tubal-Rank Quaternion Tensor Completion via Convex Optimization11
Root-Max Problems, Hybrid Expansion-Contraction, and Quadratically Convergent Optimization of Passive Systems10
Analyzing the Influence of Agents in Trust Networks: Applying Nonsmooth Eigensensitivity Theory to a Graph Centrality Problem10
Decomposition of a Tensor into Multilinear Rank-\({(M_{{r}},N_{{r}},\cdot )}\) Terms9
EPIC: A Provable Accelerated Eigensolver Based on Preconditioning and Implicit Convexity9
Solving Singular Generalized Eigenvalue Problems. Part II: Projection and Augmentation9
Surrogate-Based Autotuning for Randomized Sketching Algorithms in Regression Problems8
Spectral Transformation for the Dense Symmetric Semidefinite Generalized Eigenvalue Problem8
Deflation for the Off-Diagonal Block in Symmetric Saddle Point Systems8
Hutchinson’s Estimator is Bad at Kronecker-Trace-Estimation8
Preconditioning Low Rank Generalized Minimal Residual Method (GMRES) for Implicit Discretizations of Matrix Differential Equations8
Krylov-Aware Stochastic Trace Estimation8
On the Condition Number of the Shifted Real Ginibre Ensemble8
Multichannel Frequency Estimation with Constant Amplitude via Convex Structured Low-Rank Approximation8
Efficient Scaling and Squaring Method for the Matrix Exponential8
On Semidefinite Programming Characterizations of the Numerical Radius and Its Dual Norm8
High Curvature Means Low Rank: On the Sectional Curvature of Grassmann and Stiefel Manifolds and the Underlying Matrix Trace Inequalities8
Stochastic Rounding Implicitly Regularizes Tall-and-Thin Matrices7
Higher-Order Reduced Rank Regression7
Higher-Order Self-Consistent Field: Efficient Decoupling Algorithms for Finding the Best Rank-One Approximation of Higher-Order Tensors7
Five-Precision GMRES-Based Iterative Refinement7
A Columnwise Update Algorithm for Sparse Stochastic Matrix Factorization7
Randomized Structured Total-Least-Squares-Based Higher-Order Extended Dynamic Mode Decomposition7
Parameterized Interpolation of Passive Systems7
Block Preconditioners for the Marker-and-Cell Discretization of the Stokes–Darcy Equations7
Johnson–Lindenstrauss Embeddings with Kronecker Structure7
Identifiability of Nonnegative Tucker Decompositions—Part I: Theory7
A Block Householder–Based Algorithm for the QR Decomposition of Hierarchical Matrices7
Linear Asymptotic Convergence of Anderson Acceleration: Fixed-Point Analysis6
Performance Bound Analysis of Linear Consensus Algorithm on Strongly Connected Graphs Using Effective Resistance and Reversiblization6
Randomized Block Adaptive Linear System Solvers6
Asymptotic Spectral Properties of the Hilbert \(L\) -Matrix6
On the Backward Stability of S-Step GMRES6
Optimal Backward Error of a Total Least Squares and Its Randomized Algorithms6
Analysis on Aggregation and Block Smoothers in Multigrid Methods for Block Toeplitz Linear Systems6
Backpropagation through Back Substitution with a Backslash6
Multilevel Tau Preconditioners for Symmetrized Multilevel Toeplitz Systems with Applications to Solving Space Fractional Diffusion Equations6
A Stable Matrix Version of the 2D Fast Multipole Method6
Measuring Segregation via Analysis on Graphs6
Fitting Multilevel Factor Models6
Multilinear Singular Value Decomposition–Based Completion with Fibers Observed in a Single Mode6
Krylov Subspace Approach to Core Problems within Multilinear Approximation Problems: A Unifying Framework6
Efficient CP Rounding Using Alternating Least Squares with QR Decomposition6
A Numerically Stable Communication-Avoiding \({s}\)-Step GMRES Algorithm6
Avoiding Discretization Issues for Nonlinear Eigenvalue Problems6
Entrywise Tensor-Train Approximation of Large Tensors via Random Embeddings6
Tree Quasi-separable Matrices: A Simultaneous Generalization of Sequentially and Hierarchically Semiseparable Representations6
Assigning Stationary Distributions to Sparse Stochastic Matrices5
Erratum for “Eigenstructure Perturbations for a Class of Hamiltonian Matrices and Solutions of Related Riccati Inequalities”5
Parametric Kernel Low-Rank Approximations Using Tensor Train Decomposition5
Global Convergence of Hessenberg Shifted QR II: Finite Arithmetic5
Properties of the Solution Set of Absolute Value Equations and the Related Matrix Classes5
Posterior Covariance Structures in Gaussian Processes5
An Efficient Algorithm for Integer Lattice Reduction5
Convergence Properties of Nonlinear GMRES Applied to Linear Systems5
A Comparison of Mixed Precision Iterative Refinement Approaches for Least-Squares Problems5
GMRES with Randomized Sketching and Deflated Restarting5
A Theory of Quantum Subspace Diagonalization5
Algebraic Bounds for the Independence and Chromatic Number of Graph Powers5
Variational Characterization and Rayleigh Quotient Iteration of 2D Eigenvalue Problem with Applications5
Structure-Preserving Doubling Algorithms That Avoid Breakdowns for Algebraic Riccati-Type Matrix Equations5
Probabilistic Rounding Error Analysis of Modified Gram–Schmidt5
Row or Column Completion of Polynomial Matrices of Given Degree5
Optimal Matrix-Mimetic Tensor Algebras via Variable Projection4
On the Robustness of the Successive Projection Algorithm4
Spectrum Consistent Coarsening Approximates Edge Weights4
Large-Scale Minimization of the Pseudospectral Abscissa4
Accurate Restricted Singular Value Decomposition via Deflation on Neville Representations4
A Structure Preserving Shift-Invert Infinite Arnoldi Algorithm for a Class of Delay Eigenvalue Problems with Hamiltonian Symmetry4
A Note on the Randomized Kaczmarz Algorithm for Solving Doubly Noisy Linear Systems4
Decomposing Tensors via Rank-One Approximations4
A Complex-Projected Rayleigh Quotient Iteration for Targeting Interior Eigenvalues4
Verified Error Bounds for Matrix Decompositions4
On Adaptive Stochastic Heavy Ball Momentum for Solving Linear Systems4
Matrix-Free Stochastic Calculation of Operator Norms Without Using Adjoints4
On Best Low Rank Approximation of Positive Definite Tensors4
Reorthogonalized Block Classical Gram–Schmidt Using Two Cholesky-Based TSQR Algorithms4
Primitivity and Hurwitz Primitivity of Nonnegative Matrix Tuples: A Unified Approach4
Unimodular Completions and Orthogonal Complements of Matrices over Univariate Ore Extensions4
Regenerative Ulam–von Neumann Algorithm: An Innovative Markov Chain Monte Carlo Method for Matrix Inversion4
Auerbach Bases, Projection Constants, and the Joint Spectral Radius of Principal Submatrices4
Riemannian Preconditioned Coordinate Descent for Low Multilinear Rank Approximation4
Cholesky-like Preconditioner for Hodge Laplacians via Heavy Collapsible Subcomplex3
Optimal Transfer Operators in Algebraic Two-Level Methods for Nonsymmetric and Indefinite Problems3
Convergence of Gradient-Based Block Coordinate Descent Algorithms for Nonorthogonal Joint Approximate Diagonalization of Matrices3
Spectral Analysis of Preconditioned Matrices Arising from Stage-Parallel Implicit Runge–Kutta Methods of Arbitrarily High Order3
On Compatible Transfer Operators in Nonsymmetric Algebraic Multigrid3
A Fast Block Coordinate Descent Method for Orthogonal Nonnegative Matrix Factorization3
Estimating the Matrix p \(\boldsymbol{ \rightarrow }\) q Norm3
Robust Recovery of Low-Rank Matrices and Low-Tubal-Rank Tensors from Noisy Sketches3
Efficient Estimate for the Optimal Backward Error of the Multidimensional Total Least Squares3
Computing Accurate Eigenvalues using a Mixed-Precision Jacobi Algorithm3
Nearly Optimal Block-Jacobi Preconditioning3
Eigenstructure Perturbations for a Class of Hamiltonian Matrices and Solutions of Related Riccati Inequalities3
When is the Resolvent Like a Rank One Matrix?3
An Apocalypse-Free First-Order Low-Rank Optimization Algorithm with at Most One Rank Reduction Attempt per Iteration3
On Pairs of Spectrum Maximizing Products with Distinct Factor Multiplicities3
Random Walks, Conductance, and Resistance for the Connection Graph Laplacian3
Weighted Enumeration of Nonbacktracking Walks on Weighted Graphs3
A New Interpretation of the Weighted Pseudoinverse and Its Applications3
Structure Preserving Quaternion Biconjugate Gradient Method3
Parallel Transport on Matrix Manifolds and Exponential Action3
The Rank-1 Completion Problem for Cubic Tensors3
A Fast Algorithm for Computing Macaulay Null Spaces of Bivariate Polynomial Systems3
Smoothing Analysis of Two Robust Multigrid Methods for Elliptic Optimal Control Problems3
B-Orthogonal Projections in Nonsymmetric Algebraic Multigrid Methods3
Robustness of Frames and Totally Nonsingular Matrices3
Sharp Majorization-Type Cluster Robust Bounds for Block Filters and Eigensolvers3
Group Sparse-Based Tensor CP Decomposition: Model, Algorithm, and Applications in Chemometrics3
PinT Preconditioner for Forward-Backward Evolutionary Equations3
Partial Identifiability for Nonnegative Matrix Factorization3
Variational Characterization of Monotone Nonlinear Eigenvector Problems and Geometry of Self-Consistent Field Iteration3
Block-Diagonalization of Quaternion Circulant Matrices with Applications3
Generalized Orthogonal Procrustes Problem under Arbitrary Adversaries3
Computing the Square Root of a Low-Rank Perturbation of the Scaled Identity Matrix3
Spurious Valleys, NP-Hardness, and Tractability of Sparse Matrix Factorization with Fixed Support3
Adaptive Rational Krylov Methods for Exponential Runge–Kutta Integrators3
A Subspace-Conjugate Gradient Method for Linear Matrix Equations3
Finding the Least Element of a Nonnegative Solution Set of a Class of Polynomial Inequalities3
Higher-Order QR with Tournament Pivoting for Tensor Compression3
Interior Eigensolver Based on Rational Filter with Composite Rule3
Near Instance Optimality of the Lanczos Method for Stieltjes and Related Matrix Functions3
One-Dimensional Tensor Network Recovery3
Block \(\boldsymbol{\omega }\)-Circulant Preconditioners for Parabolic Optimal Control Problems3
A Class of Sparse Johnson–Lindenstrauss Transforms and Analysis of their Extreme Singular Values2
Low-Rank Plus Diagonal Approximations for Riccati-Like Matrix Differential Equations2
An Augmented Matrix-Based CJ-FEAST SVDsolver for Computing a Partial Singular Value Decomposition with the Singular Values in a Given Interval2
The Ultimate Upper Bound on the Injectivity Radius of the Stiefel Manifold2
Matrix Completion and Decomposition in Phase-Bounded Cones2
A Geometric Approach to Approximating the Limit Set of Eigenvalues for Banded Toeplitz Matrices2
On the Weak Infinite Zero Structures and Relative Degrees for Linear Time-Delay Systems2
Matrix Perturbation Analysis of Methods for Extracting Singular Values from Approximate Singular Subspaces2
Dominant Z-Eigenpairs of Tensor Kronecker Products Decouple2
A Predictor-Corrector Strategy for Adaptivity in Dynamical Low-Rank Approximations2
Bures–Wasserstein Minimizing Geodesics between Covariance Matrices of Different Ranks2
Lipschitz Analysis of Generalized Phase Retrievable Matrix Frames2
Factorization of Singular Matrix Polynomials and Matrices with Circular Higher Rank Numerical Ranges2
Projectively and Weakly Simultaneously Diagonalizable Matrices and their Applications2
Learning Nonnegative Matrix Factorizations from Compressed Data2
Permutation-Invariant Log-Euclidean Geometries on Full-Rank Correlation Matrices2
Randomized Low-Rank Runge–Kutta Methods2
Infinite GMRES for Parameterized Linear Systems2
Balance with Memory in Signed Networks via Mittag-Leffler Matrix Functions2
XTrace: Making the Most of Every Sample in Stochastic Trace Estimation2
Monte Carlo Methods for Estimating the Diagonal of a Real Symmetric Matrix2
Solving the Parametric Eigenvalue Problem by Taylor Series and Chebyshev Expansion2
Stochastic Algebraic Riccati Equations Are Almost as Easy as Deterministic Ones Theoretically2
A Higher-Order Generalized Singular Value Decomposition for Rank-Deficient Matrices2
On Characteristic Invariants of Matrix Pencils and Linear Relations2
GPMR: An Iterative Method for Unsymmetric Partitioned Linear Systems2
Marginal-Constrained Modified Wasserstein Barycenters for Gaussian Distributions and Gaussian Mixtures2
Matrix-Analytic Methods for Solving Poisson’s Equation with Applications to Markov Chains of GI/G/1-Type2
Partial Degeneration of Tensors2
Completions of Partial Pairwise Comparison Data that Minimize the Triad Measure of Inconsistency2
Coseparable Nonnegative Tensor Factorization with t-CUR Decomposition2
Theoretically and Computationally Convenient Geometries on Full-Rank Correlation Matrices2
Krylov Subspace Recycling with Randomized Sketching for Matrix Functions2
Efficient Preconditioners for Interior Point Methods via a New Schur Complement-Based Strategy2
Spotlight Inversion by Orthogonal Projections2
The Generally Unitarily Decomposable Partially Symmetric Tensors and Their Approximation2
Speeding Up Krylov Subspace Methods for Computing \(\boldsymbol{{f}(A){b}}\) via Randomization2
Mixed Precision Sketching for Least-Squares Problems and its Application in GMRES-Based Iterative Refinement2
More on Tensors with Different Rank and Symmetric Rank2
Solving Singular Generalized Eigenvalue Problems. Part III: Structure Preservation2
An Escape Time Formulation for Subgraph Detection and Partitioning of Directed Graphs2
Structured Matrix Approximations via Tensor Decompositions2
0.18567204475403