SIAM Journal on Matrix Analysis and Applications

Article	Citations
Structure Preserving Quaternion Generalized Minimal Residual Method	41
On Adaptive Sketch-and-Project for Solving Linear Systems	31
Convergence Analysis of Direct Minimization and Self-Consistent Iterations	24
A Theory of Quantum Subspace Diagonalization	23
Perturbations of CUR Decompositions	18
Randomized Kaczmarz Converges Along Small Singular Vectors	15
Quantile-Based Iterative Methods for Corrupted Systems of Linear Equations	14
Low Rank Pure Quaternion Approximation for Pure Quaternion Matrices	14
An Algebraic Quantum Circuit Compression Algorithm for Hamiltonian Simulation	13
Triple Decomposition and Tensor Recovery of Third Order Tensors	12
A Linear Relation Approach to Port-Hamiltonian Differential-Algebraic Equations	11
Mittag--Leffler Functions and their Applications in Network Science	11
Singular Value Decomposition of Dual Matrices and its Application to Traveling Wave Identification in the Brain	11
The Stability of Block Variants of Classical Gram--Schmidt	10
Practical Leverage-Based Sampling for Low-Rank Tensor Decomposition	10
Computing Symplectic Eigenpairs of Symmetric Positive-Definite Matrices via Trace Minimization and Riemannian Optimization	9
Incremental CP Tensor Decomposition by Alternating Minimization Method	9
A Convex Relaxation to Compute the Nearest Structured Rank Deficient Matrix	9
Improved Variants of the Hutch++ Algorithm for Trace Estimation	9
Random Matrices Generating Large Growth in LU Factorization with Pivoting	9
On the Compressibility of Tensors	9
Analysis of Probing Techniques for Sparse Approximation and Trace Estimation of Decaying Matrix Functions	8
$(L_r,L_r,1)$-Decompositions, Sparse Component Analysis, and the Blind Separation of Sums of Exponentials	8
A Comparison of Limited-memory Krylov Methods for Stieltjes Functions of Hermitian Matrices	8
Fast Deterministic Approximation of Symmetric Indefinite Kernel Matrices with High Dimensional Datasets	8

Norm and Trace Estimation with Random Rank-one Vectors	7
A Recursive Eigenspace Computation for the Canonical Polyadic Decomposition	7
A Multiprecision Derivative-Free Schur--Parlett Algorithm for Computing Matrix Functions	7
Sharp Estimation of Convergence Rate for Self-Consistent Field Iteration to Solve Eigenvector-Dependent Nonlinear Eigenvalue Problems	7
Componentwise Perturbation Analysis of the Schur Decomposition of a Matrix	7
On the Condition Number of the Shifted Real Ginibre Ensemble	6
Lower Memory Oblivious (Tensor) Subspace Embeddings with Fewer Random Bits: Modewise Methods for Least Squares	6
A Uniform Spectral Analysis for a Preconditioned All-at-Once System from First-Order and Second-Order Evolutionary Problems	6
Properties of the Solution Set of Absolute Value Equations and the Related Matrix Classes	6
Structure Preserving Quaternion Biconjugate Gradient Method	6
Theoretically and Computationally Convenient Geometries on Full-Rank Correlation Matrices	6
Balanced Truncation Model Reduction for Symmetric Second Order Systems---A Passivity-Based Approach	6
Optimal Complex Relaxation Parameters in Multigrid for Complex-Shifted Linear Systems	6
An Alternating Rank-k Nonnegative Least Squares Framework (ARkNLS) for Nonnegative Matrix Factorization	6
Multidimensional Total Least Squares Problem with Linear Equality Constraints	5
Multiplicative Updates for NMF with $\beta$-Divergences under Disjoint Equality Constraints	5
Error Bounds for Lanczos-Based Matrix Function Approximation	5
Block Low-Rank Matrices with Shared Bases: Potential and Limitations of the BLR$^2$ Format	5
Spectral Properties of Kernel Matrices in the Flat Limit	5
Efficient Algorithms for Eigensystem Realization Using Randomized SVD	5
Finding the Least Element of a Nonnegative Solution Set of a Class of Polynomial Inequalities	5
A Power Schur Complement Low-Rank Correction Preconditioner for General Sparse Linear Systems	5
RidgeSketch: A Fast Sketching Based Solver for Large Scale Ridge Regression	4
Finding the Nearest Passive or Nonpassive System via Hamiltonian Eigenvalue Optimization	4
Factorization of Singular Matrix Polynomials and Matrices with Circular Higher Rank Numerical Ranges	4
Proxy-GMRES: Preconditioning via GMRES in Polynomial Space	4
An Implicit Representation and Iterative Solution of Randomly Sketched Linear Systems	4
A Predictor-Corrector Strategy for Adaptivity in Dynamical Low-Rank Approximations	4
Stability of Linear GMRES Convergence with Respect to Compact Perturbations	4
An Edge Centrality Measure Based on the Kemeny Constant	4
A Deterministic Kaczmarz Algorithm for Solving Linear Systems	4
Matrix Pencils with Coefficients that have Positive Semidefinite Hermitian Parts	4
Kron Reduction and Effective Resistance of Directed Graphs	4
Arbitrary Precision Algorithms for Computing the Matrix Cosine and its Fréchet Derivative	4
A Symbol-Based Analysis for Multigrid Methods for Block-Circulant and Block-Toeplitz Systems	4
Matrices with Tunable Infinity-Norm Condition Number and No Need for Pivoting in LU Factorization	4
Randomized Nyström Preconditioning	4
Solving the Cubic Regularization Model by a Nested Restarting Lanczos Method	4
Strongly Minimal Self-Conjugate Linearizations for Polynomial and Rational Matrices	4
Explicit Quantum Circuits for Block Encodings of Certain Sparse Matrices	4
Fast Approximation of the Gauss--Newton Hessian Matrix for the Multilayer Perceptron	4
A Sampling Algorithm to Compute the Set of Feasible Solutions for NonNegative Matrix Factorization with an Arbitrary Rank	3
Geodesically Parameterized Covariance Estimation	3
A Theory for Backtrack-Downweighted Walks	3
Lipschitz Analysis of Generalized Phase Retrievable Matrix Frames	3
Linear Asymptotic Convergence of Anderson Acceleration: Fixed-Point Analysis	3
Systems of Polynomial Equations, Higher-order Tensor Decompositions, and Multidimensional Harmonic Retrieval: A Unifying Framework. Part I: The Canonical Polyadic Decomposition	3
Regularization by Inexact Krylov Methods with Applications to Blind Deblurring	3
Convergence of Gradient-Based Block Coordinate Descent Algorithms for Nonorthogonal Joint Approximate Diagonalization of Matrices	3
Weighted Enumeration of Nonbacktracking Walks on Weighted Graphs	3

Extreme Ratio Between Spectral and Frobenius Norms of Nonnegative Tensors	3
A Higher-Order Generalized Singular Value Decomposition for Rank-Deficient Matrices	3
Orthogonal Trace-Sum Maximization: Applications, Local Algorithms, and Global Optimality	3
Computing the Riemannian Logarithm on the Stiefel Manifold: Metrics, Methods, and Performance	3
Hierarchical Orthogonal Factorization: Sparse Square Matrices	3
Speeding Up Krylov Subspace Methods for Computing \(\boldsymbol{{f}(A){b}}\) via Randomization	3
Guarantees for Existence of a Best Canonical Polyadic Approximation of a Noisy Low-Rank Tensor	3
Solving Singular Generalized Eigenvalue Problems. Part II: Projection and Augmentation	3
Krylov-Aware Stochastic Trace Estimation	3
Uniqueness of Nonnegative Matrix Factorizations by Rigidity Theory	3
The Joint Bidiagonalization Method for Large GSVD Computations in Finite Precision	3
Input-Tailored System-Theoretic Model Order Reduction for Quadratic-Bilinear Systems	3
Randomized Sketching for Krylov Approximations of Large-Scale Matrix Functions	3
XTrace: Making the Most of Every Sample in Stochastic Trace Estimation	3
Sensitivity of Matrix Function Based Network Communicability Measures: Computational Methods and A Priori Bounds	2
Simultaneous Diagonalization via Congruence of Hermitian Matrices: Some Equivalent Conditions and a Numerical Solution	2
A Block Bidiagonalization Method for Fixed-Accuracy Low-Rank Matrix Approximation	2
High-Performance Computation of the Exponential of a Large Sparse Matrix	2
Efficient Vectors for Block Perturbed Consistent Matrices	2
From Computation to Comparison of Tensor Decompositions	2
Fast and Accurate Gaussian Kernel Ridge Regression Using Matrix Decompositions for Preconditioning	2
Systems of Polynomial Equations, Higher-Order Tensor Decompositions, and Multidimensional Harmonic Retrieval: A Unifying Framework. Part II: The Block Term Decomposition	2
Five-Precision GMRES-Based Iterative Refinement	2
A Measure Concentration Effect for Matrices of High, Higher, and Even Higher Dimension	2
An Efficient Algorithm for Integer Lattice Reduction	2
Deflation for the Symmetric Arrowhead and Diagonal-Plus-Rank-One Eigenvalue Problems	2
Geometric Inexact Newton Method for Generalized Singular Values of Grassmann Matrix Pair	2
Eigenvalue Embedding of Damped Vibroacoustic System with No-Spillover	2
Absolute Variation of Ritz Values, Principal Angles, and Spectral Spread	2
Robust Eigenvectors of Symmetric Tensors	2
Asymptotic Spectral Properties of the Hilbert \(L\) -Matrix	2
Dominant Z-Eigenpairs of Tensor Kronecker Products Decouple	2
Nonlinearizing Two-parameter Eigenvalue Problems	2
Fast and Accurate Randomized Algorithms for Linear Systems and Eigenvalue Problems	2
Fast Interpolation-Based Globality Certificates for Computing Kreiss Constants and the Distance to Uncontrollability	2
Stable and Efficient Computation of Generalized Polar Decompositions	2
Subspace Recycling--Based Regularization Methods	2
A Block Minimum Residual Norm Subspace Solver with Partial Convergence Management for Sequences of Linear Systems	2
Partial Identifiability for Nonnegative Matrix Factorization	2
Probabilistic Rounding Error Analysis of Householder QR Factorization	2
Structured Backward Errors for Eigenvalues of Linear Port-Hamiltonian Descriptor Systems	2
Householder Orthogonalization with a Nonstandard Inner Product	2
Divide-and-Conquer Methods for Functions of Matrices with Banded or Hierarchical Low-Rank Structure	2
Submatrices with NonUniformly Selected Random Supports and Insights into Sparse Approximation	2
Block Preconditioners for the Marker-and-Cell Discretization of the Stokes–Darcy Equations	2
Efficient Construction of an HSS Preconditioner for Symmetric Positive Definite $\mathcal{H}^2$ Matrices	2
An Optimal Scheduled Learning Rate for a Randomized Kaczmarz Algorithm	2
Accurate Computation of Generalized Eigenvalues of Regular SR-BP Pairs	2
Border Rank Nonadditivity for Higher Order Tensors	2
Growth Factors of Random Butterfly Matrices and the Stability of Avoiding Pivoting	2
nlTGCR: A Class of Nonlinear Acceleration Procedures Based on Conjugate Residuals	1
Exactly Solving Sparse Rational Linear Systems via Roundoff-Error-Free Cholesky Factorizations	1
A Spectral Method for Joint Community Detection and Orthogonal Group Synchronization	1
A Multishift, Multipole Rational QZ Method with Aggressive Early Deflation	1
Johnson–Lindenstrauss Embeddings with Kronecker Structure	1
Analysis of the Truncated Conjugate Gradient Method for Linear Matrix Equations	1
New Riemannian Preconditioned Algorithms for Tensor Completion via Polyadic Decomposition	1
Bounded Rank Perturbations of Quasi-Regular Pencils Over Arbitrary Fields	1
Communication Lower Bounds and Optimal Algorithms for Multiple Tensor-Times-Matrix Computation	1
Uniformization Stable Markov Models and Their Jordan Algebraic Structure	1
Primitivity and Hurwitz Primitivity of Nonnegative Matrix Tuples: A Unified Approach	1
Analyzing the Influence of Agents in Trust Networks: Applying Nonsmooth Eigensensitivity Theory to a Graph Centrality Problem	1
Randomized Low-Rank Approximation of Monotone Matrix Functions	1
Mixed Precision Recursive Block Diagonalization for Bivariate Functions of Matrices	1
Infinite GMRES for Parameterized Linear Systems	1
Efficient Preconditioners for Interior Point Methods via a New Schur Complement-Based Strategy	1
A Block Householder–Based Algorithm for the QR Decomposition of Hierarchical Matrices	1
A Bootstrap Multigrid Eigensolver	1
Verified Error Bounds for All Eigenvalues and Eigenvectors of a Matrix	1
A New Analytical Framework for the Convergence of Inexact Two-Grid Methods	1
Takagi Factorization of Matrices Depending on Parameters and Locating Degeneracies of Singular Values	1
Diagonal Scalings for the Eigenstructure of Arbitrary Pencils	1
Cross-Interactive Residual Smoothing for Global and Block Lanczos-Type Solvers for Linear Systems with Multiple Right-Hand Sides	1
Krylov Subspace Approach to Core Problems within Multilinear Approximation Problems: A Unifying Framework	1
Approximate Generalized Inverses with Iterative Refinement for $\epsilon$-Accurate Preconditioning of Singular Systems	1
Rank-Structured QR for Chebyshev Rootfinding	1
Linearizable Eigenvector Nonlinearities	1
Estimating Leverage Scores via Rank Revealing Methods and Randomization	1
Sketching with Kerdock's Crayons: Fast Sparsifying Transforms for Arbitrary Linear Maps	1
Maximal Rank of ${m}\times{n}\times 2$ Tensors over Arbitrary Fields	1

An Apocalypse-Free First-Order Low-Rank Optimization Algorithm with at Most One Rank Reduction Attempt per Iteration	1
Tensor-Structured Sketching for Constrained Least Squares	1
Some New Results on the Maximum Growth Factor in Gaussian Elimination	1
A Fast Algorithm for Computing Macaulay Null Spaces of Bivariate Polynomial Systems	1
Perturbation and Inverse Problems of Stochastic Matrices	1
Stochastic Algebraic Riccati Equations Are Almost as Easy as Deterministic Ones Theoretically	1
Twice Is Enough for Dangerous Eigenvalues	1
Fifty Three Matrix Factorizations: A Systematic Approach	1
Generic Eigenstructures of Hermitian Pencils	1
Computing the Square Root of a Low-Rank Perturbation of the Scaled Identity Matrix	1
Singularly Perturbed Markov Modulated Fluid Queues	1
Structured Inversion of the Bernstein--Vandermonde Matrix	1
A Preconditioned MINRES Method for Optimal Control of Wave Equations and its Asymptotic Spectral Distribution Theory	1
Fast Non-Hermitian Toeplitz Eigenvalue Computations, Joining Matrixless Algorithms and FDE Approximation Matrices	1
An Escape Time Formulation for Subgraph Detection and Partitioning of Directed Graphs	1
Matrix-Analytic Methods for Solving Poisson’s Equation with Applications to Markov Chains of GI/G/1-Type	1
Coseparable Nonnegative Matrix Factorization	1
Locating Conical Degeneracies in the Spectra of Parametric Self-adjoint Matrices	1
Randomized Block Adaptive Linear System Solvers	1
The Joint Bidiagonalization of a Matrix Pair with Inaccurate Inner Iterations	1
Estimation of Structured Distances to Singularity for Matrix Pencils with Symmetry Structures: A Linear Algebra--Based Approach	1