OOIR: Observatory of International Research

Papers

(The TQCC 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 2020-05-01 to 2024-05-01.)

Article	Citations
Structure Preserving Quaternion Generalized Minimal Residual Method	30
On Adaptive Sketch-and-Project for Solving Linear Systems	24
Convergence Analysis of Direct Minimization and Self-Consistent Iterations	21
A Theory of Quantum Subspace Diagonalization	14
Randomized Kaczmarz Converges Along Small Singular Vectors	13
Perturbations of CUR Decompositions	13
Low Rank Pure Quaternion Approximation for Pure Quaternion Matrices	13
Triple Decomposition and Tensor Recovery of Third Order Tensors	11
Mittag--Leffler Functions and their Applications in Network Science	10
An Algebraic Quantum Circuit Compression Algorithm for Hamiltonian Simulation	10
Incremental CP Tensor Decomposition by Alternating Minimization Method	9
A Convex Relaxation to Compute the Nearest Structured Rank Deficient Matrix	8
Improved Variants of the Hutch++ Algorithm for Trace Estimation	8
A Linear Relation Approach to Port-Hamiltonian Differential-Algebraic Equations	8
The Stability of Block Variants of Classical Gram--Schmidt	8
Quantile-Based Iterative Methods for Corrupted Systems of Linear Equations	8
On the Compressibility of Tensors	8
Computing Symplectic Eigenpairs of Symmetric Positive-Definite Matrices via Trace Minimization and Riemannian Optimization	7
A Comparison of Limited-memory Krylov Methods for Stieltjes Functions of Hermitian Matrices	7
Analysis of Probing Techniques for Sparse Approximation and Trace Estimation of Decaying Matrix Functions	7
Random Matrices Generating Large Growth in LU Factorization with Pivoting	7
Norm and Trace Estimation with Random Rank-one Vectors	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
Fast Deterministic Approximation of Symmetric Indefinite Kernel Matrices with High Dimensional Datasets	6

A Multiprecision Derivative-Free Schur--Parlett Algorithm for Computing Matrix Functions	6
A Recursive Eigenspace Computation for the Canonical Polyadic Decomposition	6
Sharp Estimation of Convergence Rate for Self-Consistent Field Iteration to Solve Eigenvector-Dependent Nonlinear Eigenvalue Problems	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
Multiplicative Updates for NMF with $\beta$-Divergences under Disjoint Equality Constraints	5
Componentwise Perturbation Analysis of the Schur Decomposition of a Matrix	5
Practical Leverage-Based Sampling for Low-Rank Tensor Decomposition	5
A Power Schur Complement Low-Rank Correction Preconditioner for General Sparse Linear Systems	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
Error Bounds for Lanczos-Based Matrix Function Approximation	4
Properties of the Solution Set of Absolute Value Equations and the Related Matrix Classes	4
Solving the Cubic Regularization Model by a Nested Restarting Lanczos Method	4
Strongly Minimal Self-Conjugate Linearizations for Polynomial and Rational Matrices	4
Fast Approximation of the Gauss--Newton Hessian Matrix for the Multilayer Perceptron	4
Efficient Algorithms for Eigensystem Realization Using Randomized SVD	4
Matrices with Tunable Infinity-Norm Condition Number and No Need for Pivoting in LU Factorization	4
Proxy-GMRES: Preconditioning via GMRES in Polynomial Space	4
Arbitrary Precision Algorithms for Computing the Matrix Cosine and its Fréchet Derivative	4
Stability of Linear GMRES Convergence with Respect to Compact Perturbations	4
Multidimensional Total Least Squares Problem with Linear Equality Constraints	4
A Uniform Spectral Analysis for a Preconditioned All-at-Once System from First-Order and Second-Order Evolutionary Problems	4
An Alternating Rank-k Nonnegative Least Squares Framework (ARkNLS) for Nonnegative Matrix Factorization	4
Guarantees for Existence of a Best Canonical Polyadic Approximation of a Noisy Low-Rank Tensor	3
On the Condition Number of the Shifted Real Ginibre Ensemble	3
Factorization of Singular Matrix Polynomials and Matrices with Circular Higher Rank Numerical Ranges	3
$(L_r,L_r,1)$-Decompositions, Sparse Component Analysis, and the Blind Separation of Sums of Exponentials	3
Systems of Polynomial Equations, Higher-order Tensor Decompositions, and Multidimensional Harmonic Retrieval: A Unifying Framework. Part I: The Canonical Polyadic Decomposition	3
A Symbol-Based Analysis for Multigrid Methods for Block-Circulant and Block-Toeplitz Systems	3
Finding the Nearest Passive or Nonpassive System via Hamiltonian Eigenvalue Optimization	3
Geodesically Parameterized Covariance Estimation	3
Uniqueness of Nonnegative Matrix Factorizations by Rigidity Theory	3
Hierarchical Orthogonal Factorization: Sparse Square Matrices	3
Convergence of Gradient-Based Block Coordinate Descent Algorithms for Nonorthogonal Joint Approximate Diagonalization of Matrices	3
A Deterministic Kaczmarz Algorithm for Solving Linear Systems	3
Matrix Pencils with Coefficients that have Positive Semidefinite Hermitian Parts	3
An Implicit Representation and Iterative Solution of Randomly Sketched Linear Systems	3
Divide-and-Conquer Methods for Functions of Matrices with Banded or Hierarchical Low-Rank Structure	2
XTrace: Making the Most of Every Sample in Stochastic Trace Estimation	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
Input-Tailored System-Theoretic Model Order Reduction for Quadratic-Bilinear Systems	2
Finding the Least Element of a Nonnegative Solution Set of a Class of Polynomial Inequalities	2
A Theory for Backtrack-Downweighted Walks	2
The Joint Bidiagonalization Method for Large GSVD Computations in Finite Precision	2
Orthogonal Trace-Sum Maximization: Applications, Local Algorithms, and Global Optimality	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
Fast Interpolation-Based Globality Certificates for Computing Kreiss Constants and the Distance to Uncontrollability	2

Linear Asymptotic Convergence of Anderson Acceleration: Fixed-Point Analysis	2
Partial Identifiability for Nonnegative Matrix Factorization	2
Regularization by Inexact Krylov Methods with Applications to Blind Deblurring	2
Geometric Inexact Newton Method for Generalized Singular Values of Grassmann Matrix Pair	2
Absolute Variation of Ritz Values, Principal Angles, and Spectral Spread	2
Lipschitz Analysis of Generalized Phase Retrievable Matrix Frames	2
Submatrices with NonUniformly Selected Random Supports and Insights into Sparse Approximation	2
High-Performance Computation of the Exponential of a Large Sparse Matrix	2
Efficient Construction of an HSS Preconditioner for Symmetric Positive Definite $\mathcal{H}^2$ Matrices	2
A Measure Concentration Effect for Matrices of High, Higher, and Even Higher Dimension	2
Krylov-Aware Stochastic Trace Estimation	2
Robust Eigenvectors of Symmetric Tensors	2
Eigenvalue Embedding of Damped Vibroacoustic System with No-Spillover	2
Structured Backward Errors for Eigenvalues of Linear Port-Hamiltonian Descriptor Systems	2
A Block Bidiagonalization Method for Fixed-Accuracy Low-Rank Matrix Approximation	2
A Predictor-Corrector Strategy for Adaptivity in Dynamical Low-Rank Approximations	2
Asymptotic Spectral Properties of the Hilbert $L$ -Matrix	2
Computing the Riemannian Logarithm on the Stiefel Manifold: Metrics, Methods, and Performance	2