OOIR: Observatory of International Research

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 2020-03-01 to 2024-03-01.)

Article	Citations
Structure Preserving Quaternion Generalized Minimal Residual Method	28
On Adaptive Sketch-and-Project for Solving Linear Systems	22
Convergence Analysis of Direct Minimization and Self-Consistent Iterations	21
Randomized Kaczmarz Converges Along Small Singular Vectors	12
Perturbations of CUR Decompositions	11
A Theory of Quantum Subspace Diagonalization	11
Low Rank Pure Quaternion Approximation for Pure Quaternion Matrices	10
Mittag--Leffler Functions and their Applications in Network Science	9
Incremental CP Tensor Decomposition by Alternating Minimization Method	9
An Algebraic Quantum Circuit Compression Algorithm for Hamiltonian Simulation	9
A Convex Relaxation to Compute the Nearest Structured Rank Deficient Matrix	8
The Stability of Block Variants of Classical Gram--Schmidt	8
Triple Decomposition and Tensor Recovery of Third Order Tensors	8
Improved Variants of the Hutch++ Algorithm for Trace Estimation	8
A Linear Relation Approach to Port-Hamiltonian Differential-Algebraic Equations	8
On the Compressibility of Tensors	8
Computing Symplectic Eigenpairs of Symmetric Positive-Definite Matrices via Trace Minimization and Riemannian Optimization	7
Analysis of Probing Techniques for Sparse Approximation and Trace Estimation of Decaying Matrix Functions	7
A Comparison of Limited-memory Krylov Methods for Stieltjes Functions of Hermitian Matrices	7
Quantile-Based Iterative Methods for Corrupted Systems of Linear Equations	7
Random Matrices Generating Large Growth in LU Factorization with Pivoting	6
A Recursive Eigenspace Computation for the Canonical Polyadic Decomposition	6
Norm and Trace Estimation with Random Rank-one Vectors	6
Componentwise Perturbation Analysis of the Schur Decomposition of a Matrix	5
Spectral Properties of Kernel Matrices in the Flat Limit	5

Multiplicative Updates for NMF with $\beta$-Divergences under Disjoint Equality Constraints	5
Lower Memory Oblivious (Tensor) Subspace Embeddings with Fewer Random Bits: Modewise Methods for Least Squares	5
Optimal Complex Relaxation Parameters in Multigrid for Complex-Shifted Linear Systems	5
Sharp Estimation of Convergence Rate for Self-Consistent Field Iteration to Solve Eigenvector-Dependent Nonlinear Eigenvalue Problems	5
Fast Deterministic Approximation of Symmetric Indefinite Kernel Matrices with High Dimensional Datasets	5
Balanced Truncation Model Reduction for Symmetric Second Order Systems---A Passivity-Based Approach	5
A Power Schur Complement Low-Rank Correction Preconditioner for General Sparse Linear Systems	5
Theoretically and Computationally Convenient Geometries on Full-Rank Correlation Matrices	5
A Multiprecision Derivative-Free Schur--Parlett Algorithm for Computing Matrix Functions	5
Proxy-GMRES: Preconditioning via GMRES in Polynomial Space	4
Fast Approximation of the Gauss--Newton Hessian Matrix for the Multilayer Perceptron	4
Efficient Algorithms for Eigensystem Realization Using Randomized SVD	4
Block Low-Rank Matrices with Shared Bases: Potential and Limitations of the BLR$^2$ Format	4
An Alternating Rank-k Nonnegative Least Squares Framework (ARkNLS) for Nonnegative Matrix Factorization	4
Multidimensional Total Least Squares Problem with Linear Equality Constraints	4
Strongly Minimal Self-Conjugate Linearizations for Polynomial and Rational Matrices	4
Systems of Polynomial Equations, Higher-order Tensor Decompositions, and Multidimensional Harmonic Retrieval: A Unifying Framework. Part I: The Canonical Polyadic Decomposition	3
Convergence of Gradient-Based Block Coordinate Descent Algorithms for Nonorthogonal Joint Approximate Diagonalization of Matrices	3
Properties of the Solution Set of Absolute Value Equations and the Related Matrix Classes	3
Solving the Cubic Regularization Model by a Nested Restarting Lanczos Method	3
Arbitrary Precision Algorithms for Computing the Matrix Cosine and its Fréchet Derivative	3
Hierarchical Orthogonal Factorization: Sparse Square Matrices	3
Finding the Nearest Passive or Nonpassive System via Hamiltonian Eigenvalue Optimization	3
Matrix Pencils with Coefficients that have Positive Semidefinite Hermitian Parts	3
Uniqueness of Nonnegative Matrix Factorizations by Rigidity Theory	3
Error Bounds for Lanczos-Based Matrix Function Approximation	3
A Symbol-Based Analysis for Multigrid Methods for Block-Circulant and Block-Toeplitz Systems	3
Matrices with Tunable Infinity-Norm Condition Number and No Need for Pivoting in LU Factorization	3
A Uniform Spectral Analysis for a Preconditioned All-at-Once System from First-Order and Second-Order Evolutionary Problems	3
An Implicit Representation and Iterative Solution of Randomly Sketched Linear Systems	3
Absolute Variation of Ritz Values, Principal Angles, and Spectral Spread	2
The Joint Bidiagonalization Method for Large GSVD Computations in Finite Precision	2
Submatrices with NonUniformly Selected Random Supports and Insights into Sparse Approximation	2
Input-Tailored System-Theoretic Model Order Reduction for Quadratic-Bilinear Systems	2
Structured Backward Errors for Eigenvalues of Linear Port-Hamiltonian Descriptor Systems	2
From Computation to Comparison of Tensor Decompositions	2
Systems of Polynomial Equations, Higher-Order Tensor Decompositions, and Multidimensional Harmonic Retrieval: A Unifying Framework. Part II: The Block Term Decomposition	2
On the Condition Number of the Shifted Real Ginibre Ensemble	2
Factorization of Singular Matrix Polynomials and Matrices with Circular Higher Rank Numerical Ranges	2
Geodesically Parameterized Covariance Estimation	2
A Block Bidiagonalization Method for Fixed-Accuracy Low-Rank Matrix Approximation	2
A Theory for Backtrack-Downweighted Walks	2
Computing the Riemannian Logarithm on the Stiefel Manifold: Metrics, Methods, and Performance	2
Orthogonal Trace-Sum Maximization: Applications, Local Algorithms, and Global Optimality	2
Divide-and-Conquer Methods for Functions of Matrices with Banded or Hierarchical Low-Rank Structure	2
High-Performance Computation of the Exponential of a Large Sparse Matrix	2
XTrace: Making the Most of Every Sample in Stochastic Trace Estimation	2
Guarantees for Existence of a Best Canonical Polyadic Approximation of a Noisy Low-Rank Tensor	2
Stable and Efficient Computation of Generalized Polar Decompositions	2
A Sampling Algorithm to Compute the Set of Feasible Solutions for NonNegative Matrix Factorization with an Arbitrary Rank	2

$(L_r,L_r,1)$-Decompositions, Sparse Component Analysis, and the Blind Separation of Sums of Exponentials	2
Geometric Inexact Newton Method for Generalized Singular Values of Grassmann Matrix Pair	2
Asymptotic Spectral Properties of the Hilbert $L$ -Matrix	2
Lipschitz Analysis of Generalized Phase Retrievable Matrix Frames	2
Linear Asymptotic Convergence of Anderson Acceleration: Fixed-Point Analysis	2
Regularization by Inexact Krylov Methods with Applications to Blind Deblurring	2
Robust Eigenvectors of Symmetric Tensors	2
Efficient Construction of an HSS Preconditioner for Symmetric Positive Definite $\mathcal{H}^2$ Matrices	2
Stability of Linear GMRES Convergence with Respect to Compact Perturbations	2
Fast Interpolation-Based Globality Certificates for Computing Kreiss Constants and the Distance to Uncontrollability	2
Practical Leverage-Based Sampling for Low-Rank Tensor Decomposition	2
Eigenvalue Embedding of Damped Vibroacoustic System with No-Spillover	2
Matrix-Analytic Methods for Solving Poisson’s Equation with Applications to Markov Chains of GI/G/1-Type	1
Estimating Leverage Scores via Rank Revealing Methods and Randomization	1
Locating Conical Degeneracies in the Spectra of Parametric Self-adjoint Matrices	1
Singular Value Decomposition of Dual Matrices and its Application to Traveling Wave Identification in the Brain	1
Takagi Factorization of Matrices Depending on Parameters and Locating Degeneracies of Singular Values	1
A Bootstrap Multigrid Eigensolver	1
A Spectral Method for Joint Community Detection and Orthogonal Group Synchronization	1
Estimation of Structured Distances to Singularity for Matrix Pencils with Symmetry Structures: A Linear Algebra--Based Approach	1
RidgeSketch: A Fast Sketching Based Solver for Large Scale Ridge Regression	1
Partial Identifiability for Nonnegative Matrix Factorization	1
Approximate Generalized Inverses with Iterative Refinement for $\epsilon$-Accurate Preconditioning of Singular Systems	1
A Multishift, Multipole Rational QZ Method with Aggressive Early Deflation	1
An Edge Centrality Measure Based on the Kemeny Constant	1
A Predictor-Corrector Strategy for Adaptivity in Dynamical Low-Rank Approximations	1
Accurate Computation of Generalized Eigenvalues of Regular SR-BP Pairs	1
Randomized Nyström Preconditioning	1
Mixed Precision Recursive Block Diagonalization for Bivariate Functions of Matrices	1
An Apocalypse-Free First-Order Low-Rank Optimization Algorithm with at Most One Rank Reduction Attempt per Iteration	1
Subspace Recycling--Based Regularization Methods	1
Randomized Low-Rank Approximation of Monotone Matrix Functions	1
Maximal Rank of ${m}\times{n}\times 2$ Tensors over Arbitrary Fields	1
Johnson–Lindenstrauss Embeddings with Kronecker Structure	1
A Higher-Order Generalized Singular Value Decomposition for Rank-Deficient Matrices	1
Kron Reduction and Effective Resistance of Directed Graphs	1
Verified Error Bounds for All Eigenvalues and Eigenvectors of a Matrix	1
A Fast Algorithm for Computing Macaulay Null Spaces of Bivariate Polynomial Systems	1
Nonlinearizing Two-parameter Eigenvalue Problems	1
Tensor-Structured Sketching for Constrained Least Squares	1
Fast and Accurate Gaussian Kernel Ridge Regression Using Matrix Decompositions for Preconditioning	1
Householder Orthogonalization with a Nonstandard Inner Product	1
Structured Inversion of the Bernstein--Vandermonde Matrix	1
Diagonal Scalings for the Eigenstructure of Arbitrary Pencils	1
Rank-Structured QR for Chebyshev Rootfinding	1
A Measure Concentration Effect for Matrices of High, Higher, and Even Higher Dimension	1
Solving Singular Generalized Eigenvalue Problems. Part II: Projection and Augmentation	1
Krylov-Aware Stochastic Trace Estimation	1
Sketching with Kerdock's Crayons: Fast Sparsifying Transforms for Arbitrary Linear Maps	1
Border Rank Nonadditivity for Higher Order Tensors	1
Infinite GMRES for Parameterized Linear Systems	1
Exactly Solving Sparse Rational Linear Systems via Roundoff-Error-Free Cholesky Factorizations	1
Dominant Z-Eigenpairs of Tensor Kronecker Products Decouple	1
Sensitivity of Matrix Function Based Network Communicability Measures: Computational Methods and A Priori Bounds	1
Twice Is Enough for Dangerous Eigenvalues	1
Simultaneous Diagonalization via Congruence of Hermitian Matrices: Some Equivalent Conditions and a Numerical Solution	1
New Riemannian Preconditioned Algorithms for Tensor Completion via Polyadic Decomposition	1
Finding the Least Element of a Nonnegative Solution Set of a Class of Polynomial Inequalities	1
Cross-Interactive Residual Smoothing for Global and Block Lanczos-Type Solvers for Linear Systems with Multiple Right-Hand Sides	1
Fifty Three Matrix Factorizations: A Systematic Approach	1
Linearizable Eigenvector Nonlinearities	1
Computing the Square Root of a Low-Rank Perturbation of the Scaled Identity Matrix	1
Five-Precision GMRES-Based Iterative Refinement	1
An Efficient Algorithm for Integer Lattice Reduction	1
Analyzing the Influence of Agents in Trust Networks: Applying Nonsmooth Eigensensitivity Theory to a Graph Centrality Problem	1
Deflation for the Symmetric Arrowhead and Diagonal-Plus-Rank-One Eigenvalue Problems	1