OOIR: Observatory of International Research

Papers

(The TQCC of SIAM Journal on Matrix Analysis and Applications is 3. 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 2020-11-01 to 2024-11-01.)

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
Low Rank Pure Quaternion Approximation for Pure Quaternion Matrices	14
Quantile-Based Iterative Methods for Corrupted Systems of Linear Equations	14
An Algebraic Quantum Circuit Compression Algorithm for Hamiltonian Simulation	13
Triple Decomposition and Tensor Recovery of Third Order Tensors	12
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
A Linear Relation Approach to Port-Hamiltonian Differential-Algebraic Equations	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

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
Norm and Trace Estimation with Random Rank-one Vectors	7
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
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
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
Multidimensional Total Least Squares Problem with Linear Equality Constraints	5
Multiplicative Updates for NMF with $\beta$-Divergences under Disjoint Equality Constraints	5
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
RidgeSketch: A Fast Sketching Based Solver for Large Scale Ridge Regression	4
Finding the Nearest Passive or Nonpassive System via Hamiltonian Eigenvalue Optimization	4
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
Linear Asymptotic Convergence of Anderson Acceleration: Fixed-Point Analysis	3
XTrace: Making the Most of Every Sample in Stochastic Trace Estimation	3
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