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 2021-11-01 to 2025-11-01.)
ArticleCitations
An Analysis of the Rayleigh–Ritz and Refined Rayleigh–Ritz Methods for Regular Nonlinear Eigenvalue Problems43
Generalized Perron Roots and Solvability of the Absolute Value Equation39
Reorthogonalized Pythagorean Variants of Block Classical Gram–Schmidt32
Efficient Vectors for Block Perturbed Consistent Matrices26
Perfect State Transfer Between Real Pure States24
Revisiting the Matrix Polynomial Greatest Common Divisor23
Diagonal Scalings for the Eigenstructure of Arbitrary Pencils19
Contour Integration for Eigenvector Nonlinearities18
Unified SMW-Like Identities of Low-Rank Updates for Generalized Inverses and Pseudoinverses16
Analysis of the Truncated Conjugate Gradient Method for Linear Matrix Equations15
Computing the Riemannian Logarithm on the Stiefel Manifold: Metrics, Methods, and Performance15
Generalized Matrix Nearness Problems14
A Fast Iterative Algorithm for Near-Diagonal Eigenvalue Problems14
Arbitrary Precision Algorithms for Computing the Matrix Cosine and its Fréchet Derivative14
$(L_r,L_r,1)$-Decompositions, Sparse Component Analysis, and the Blind Separation of Sums of Exponentials13
A Bootstrap Multigrid Eigensolver13
Sharp Estimation of Convergence Rate for Self-Consistent Field Iteration to Solve Eigenvector-Dependent Nonlinear Eigenvalue Problems12
Global Convergence of Hessenberg Shifted QR III: Approximate Ritz Values via Shifted Inverse Iteration12
New Convergence Analysis of GMRES with Weighted Norms, Preconditioning, and Deflation, Leading to a New Deflation Space12
Nesting Approximate Inverses for Improved Preconditioning and Algebraic Multigrid Smoothing12
Singular Value Decomposition of Dual Matrices and its Application to Traveling Wave Identification in the Brain11
A Riemannian Optimization Method to Compute the Nearest Singular Pencil11
Probabilistic Rounding Error Analysis of Householder QR Factorization11
A Newton Method for Solving Locally Definite Multiparameter Eigenvalue Problems by Multi-index11
Sensitivity of Matrix Function Based Network Communicability Measures: Computational Methods and A Priori Bounds10
Krylov-Aware Stochastic Trace Estimation10
Extreme Ratio Between Spectral and Frobenius Norms of Nonnegative Tensors10
Mixed Precision Recursive Block Diagonalization for Bivariate Functions of Matrices9
Decomposition of a Tensor into Multilinear Rank-\({(M_{{r}},N_{{r}},\cdot )}\) Terms9
Multidimensional Total Least Squares Problem with Linear Equality Constraints8
Solving Singular Generalized Eigenvalue Problems. Part II: Projection and Augmentation8
Refinement of Hottopixx Method for Nonnegative Matrix Factorization Under Noisy Separability8
EPIC: A Provable Accelerated Eigensolver Based on Preconditioning and Implicit Convexity8
A Sampling Algorithm to Compute the Set of Feasible Solutions for NonNegative Matrix Factorization with an Arbitrary Rank8
Matrix Pencils with Coefficients that have Positive Semidefinite Hermitian Parts8
Randomized Nyström Preconditioning8
Analytical Singular Value Decomposition for a Class of Stoichiometry Matrices7
Spectral Transformation for the Dense Symmetric Semidefinite Generalized Eigenvalue Problem7
Analyzing the Influence of Agents in Trust Networks: Applying Nonsmooth Eigensensitivity Theory to a Graph Centrality Problem7
On the Condition Number of the Shifted Real Ginibre Ensemble7
Multichannel Frequency Estimation with Constant Amplitude via Convex Structured Low-Rank Approximation7
Efficient Scaling and Squaring Method for the Matrix Exponential7
Deflation for the Off-Diagonal Block in Symmetric Saddle Point Systems7
Five-Precision GMRES-Based Iterative Refinement7
High Curvature Means Low Rank: On the Sectional Curvature of Grassmann and Stiefel Manifolds and the Underlying Matrix Trace Inequalities7
Root-Max Problems, Hybrid Expansion-Contraction, and Quadratically Convergent Optimization of Passive Systems7
On Semidefinite Programming Characterizations of the Numerical Radius and Its Dual Norm7
Surrogate-Based Autotuning for Randomized Sketching Algorithms in Regression Problems7
Theoretical and Computable Optimal Subspace Expansions for Matrix Eigenvalue Problems7
Johnson–Lindenstrauss Embeddings with Kronecker Structure6
Stochastic Rounding Implicitly Regularizes Tall-and-Thin Matrices6
Approximate Generalized Inverses with Iterative Refinement for $\epsilon$-Accurate Preconditioning of Singular Systems6
A Columnwise Update Algorithm for Sparse Stochastic Matrix Factorization6
Block Preconditioners for the Marker-and-Cell Discretization of the Stokes–Darcy Equations6
Twice Is Enough for Dangerous Eigenvalues6
A Block Householder–Based Algorithm for the QR Decomposition of Hierarchical Matrices6
Avoiding Discretization Issues for Nonlinear Eigenvalue Problems5
Parameterized Interpolation of Passive Systems5
Optimal Backward Error of a Total Least Squares and Its Randomized Algorithms5
Fitting Multilevel Factor Models5
Entrywise Tensor-Train Approximation of Large Tensors via Random Embeddings5
On the Backward Stability of S-Step GMRES5
Hierarchical Orthogonal Factorization: Sparse Square Matrices5
Sketching with Kerdock's Crayons: Fast Sparsifying Transforms for Arbitrary Linear Maps5
Krylov Subspace Approach to Core Problems within Multilinear Approximation Problems: A Unifying Framework5
Measuring Segregation via Analysis on Graphs5
Higher-Order Self-Consistent Field: Efficient Decoupling Algorithms for Finding the Best Rank-One Approximation of Higher-Order Tensors5
Linear Asymptotic Convergence of Anderson Acceleration: Fixed-Point Analysis5
Tree Quasi-separable Matrices: A Simultaneous Generalization of Sequentially and Hierarchically Semiseparable Representations5
Analysis on Aggregation and Block Smoothers in Multigrid Methods for Block Toeplitz Linear Systems4
A Stable Matrix Version of the 2D Fast Multipole Method4
Parametric Kernel Low-Rank Approximations Using Tensor Train Decomposition4
Solving the Cubic Regularization Model by a Nested Restarting Lanczos Method4
Variational Characterization and Rayleigh Quotient Iteration of 2D Eigenvalue Problem with Applications4
Asymptotic Spectral Properties of the Hilbert \(L\) -Matrix4
Randomized Block Adaptive Linear System Solvers4
Multilevel Tau Preconditioners for Symmetrized Multilevel Toeplitz Systems with Applications to Solving Space Fractional Diffusion Equations4
A Theory of Quantum Subspace Diagonalization4
Erratum for “Eigenstructure Perturbations for a Class of Hamiltonian Matrices and Solutions of Related Riccati Inequalities”4
Multilinear Singular Value Decomposition–Based Completion with Fibers Observed in a Single Mode4
Backpropagation through Back Substitution with a Backslash4
Geometric Inexact Newton Method for Generalized Singular Values of Grassmann Matrix Pair4
An Efficient Algorithm for Integer Lattice Reduction4
A Comparison of Mixed Precision Iterative Refinement Approaches for Least-Squares Problems4
A Numerically Stable Communication-Avoiding \({s}\)-Step GMRES Algorithm4
Eigenstructure Perturbations for a Class of Hamiltonian Matrices and Solutions of Related Riccati Inequalities3
On Adaptive Stochastic Heavy Ball Momentum for Solving Linear Systems3
Stable and Efficient Computation of Generalized Polar Decompositions3
Properties of the Solution Set of Absolute Value Equations and the Related Matrix Classes3
Probabilistic Rounding Error Analysis of Modified Gram–Schmidt3
Posterior Covariance Structures in Gaussian Processes3
Assigning Stationary Distributions to Sparse Stochastic Matrices3
Optimal Matrix-Mimetic Tensor Algebras via Variable Projection3
One-Dimensional Tensor Network Recovery3
A Structure Preserving Shift-Invert Infinite Arnoldi Algorithm for a Class of Delay Eigenvalue Problems with Hamiltonian Symmetry3
Primitivity and Hurwitz Primitivity of Nonnegative Matrix Tuples: A Unified Approach3
Input-Tailored System-Theoretic Model Order Reduction for Quadratic-Bilinear Systems3
On the Robustness of the Successive Projection Algorithm3
On Best Low Rank Approximation of Positive Definite Tensors3
Row or Column Completion of Polynomial Matrices of Given Degree3
A Measure Concentration Effect for Matrices of High, Higher, and Even Higher Dimension3
A Note on the Randomized Kaczmarz Algorithm for Solving Doubly Noisy Linear Systems3
Riemannian Preconditioned Coordinate Descent for Low Multilinear Rank Approximation3
Spectrum Consistent Coarsening Approximates Edge Weights3
PinT Preconditioner for Forward-Backward Evolutionary Equations3
Large-Scale Minimization of the Pseudospectral Abscissa3
Block \(\boldsymbol{\omega }\)-Circulant Preconditioners for Parabolic Optimal Control Problems3
Unimodular Completions and Orthogonal Complements of Matrices over Univariate Ore Extensions3
A Complex-Projected Rayleigh Quotient Iteration for Targeting Interior Eigenvalues3
Improved Variants of the Hutch++ Algorithm for Trace Estimation3
Reorthogonalized Block Classical Gram–Schmidt Using Two Cholesky-Based TSQR Algorithms3
Global Convergence of Hessenberg Shifted QR II: Finite Arithmetic3
Structure-Preserving Doubling Algorithms That Avoid Breakdowns for Algebraic Riccati-Type Matrix Equations3
GMRES with Randomized Sketching and Deflated Restarting3
Guarantees for Existence of a Best Canonical Polyadic Approximation of a Noisy Low-Rank Tensor3
An Apocalypse-Free First-Order Low-Rank Optimization Algorithm with at Most One Rank Reduction Attempt per Iteration3
Verified Error Bounds for Matrix Decompositions3
Estimating the Matrix p \(\boldsymbol{ \rightarrow }\) q Norm2
A Fast Algorithm for Computing Macaulay Null Spaces of Bivariate Polynomial Systems2
Computing Accurate Eigenvalues using a Mixed-Precision Jacobi Algorithm2
Block-Diagonalization of Quaternion Circulant Matrices with Applications2
Computing the Square Root of a Low-Rank Perturbation of the Scaled Identity Matrix2
A Subspace-Conjugate Gradient Method for Linear Matrix Equations2
Infinite GMRES for Parameterized Linear Systems2
Krylov Subspace Recycling with Randomized Sketching for Matrix Functions2
Robust Recovery of Low-Rank Matrices and Low-Tubal-Rank Tensors from Noisy Sketches2
More on Tensors with Different Rank and Symmetric Rank2
The Rank-1 Completion Problem for Cubic Tensors2
Bures–Wasserstein Minimizing Geodesics between Covariance Matrices of Different Ranks2
Matrix Completion and Decomposition in Phase-Bounded Cones2
Higher-Order QR with Tournament Pivoting for Tensor Compression2
Singularly Perturbed Markov Modulated Fluid Queues2
A Block Minimum Residual Norm Subspace Solver with Partial Convergence Management for Sequences of Linear Systems2
Weighted Enumeration of Nonbacktracking Walks on Weighted Graphs2
Parallel Transport on Matrix Manifolds and Exponential Action2
Fast Approximation of the $p$-Radius, Matrix Pressure, or Generalized Lyapunov Exponent for Positive and Dominated Matrices2
Simultaneous Diagonalization via Congruence of Hermitian Matrices: Some Equivalent Conditions and a Numerical Solution2
Interior Eigensolver Based on Rational Filter with Composite Rule2
A New Lower Bound on the Size of the Smallest Vertex Separator of a Graph2
Adaptive Rational Krylov Methods for Exponential Runge–Kutta Integrators2
Variational Characterization of Monotone Nonlinear Eigenvector Problems and Geometry of Self-Consistent Field Iteration2
Structure Preserving Quaternion Biconjugate Gradient Method2
Permutation-Invariant Log-Euclidean Geometries on Full-Rank Correlation Matrices2
Cholesky-like Preconditioner for Hodge Laplacians via Heavy Collapsible Subcomplex2
Divide-and-Conquer Methods for Functions of Matrices with Banded or Hierarchical Low-Rank Structure2
XTrace: Making the Most of Every Sample in Stochastic Trace Estimation2
Near Instance Optimality of the Lanczos Method for Stieltjes and Related Matrix Functions2
On the Weak Infinite Zero Structures and Relative Degrees for Linear Time-Delay Systems2
Smoothing Analysis of Two Robust Multigrid Methods for Elliptic Optimal Control Problems2
Dominant Z-Eigenpairs of Tensor Kronecker Products Decouple2
Maximal Rank of ${m}\times{n}\times 2$ Tensors over Arbitrary Fields2
Generalized Orthogonal Procrustes Problem under Arbitrary Adversaries2
Random Walks, Conductance, and Resistance for the Connection Graph Laplacian2
A New Interpretation of the Weighted Pseudoinverse and Its Applications2
Partial Identifiability for Nonnegative Matrix Factorization2
On Pairs of Spectrum Maximizing Products with Distinct Factor Multiplicities2
Convergence of Gradient-Based Block Coordinate Descent Algorithms for Nonorthogonal Joint Approximate Diagonalization of Matrices2
Sharp Majorization-Type Cluster Robust Bounds for Block Filters and Eigensolvers2
A Recursive Eigenspace Computation for the Canonical Polyadic Decomposition2
Spurious Valleys, NP-Hardness, and Tractability of Sparse Matrix Factorization with Fixed Support2
An Augmented Matrix-Based CJ-FEAST SVDsolver for Computing a Partial Singular Value Decomposition with the Singular Values in a Given Interval2
Exactly Solving Sparse Rational Linear Systems via Roundoff-Error-Free Cholesky Factorizations2
Solving the Parametric Eigenvalue Problem by Taylor Series and Chebyshev Expansion2
Speeding Up Krylov Subspace Methods for Computing \(\boldsymbol{{f}(A){b}}\) via Randomization2
Nearly Optimal Block-Jacobi Preconditioning2
Matrix-Analytic Methods for Solving Poisson’s Equation with Applications to Markov Chains of GI/G/1-Type2
On Compatible Transfer Operators in Nonsymmetric Algebraic Multigrid2
Spectral Analysis of Preconditioned Matrices Arising from Stage-Parallel Implicit Runge–Kutta Methods of Arbitrarily High Order2
Finding the Least Element of a Nonnegative Solution Set of a Class of Polynomial Inequalities2
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