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ORCIDSIAM Journal on Matrix Analysis and Applications, Volume 46
Volume 46, Number 1, 2025
- David Persson
, Raphael A. Meyer, Christopher Musco:
Algorithm-Agnostic Low-Rank Approximation of Operator Monotone Matrix Functions. 1-21 - Alice Cortinovis, Lexing Ying:
A Sublinear-Time Randomized Algorithm for Column and Row Subset Selection Based on Strong Rank-Revealing QR Factorizations. 22-44 - Nian Shao, Wenbin Chen, Zhaojun Bai:
EPIC: A Provable Accelerated Eigensolver Based on Preconditioning and Implicit Convexity. 45-73 - Sergio Blanes, Nikita Kopylov, Muaz Seydaoglu:
Efficient Scaling and Squaring Method for the Matrix Exponential. 74-93 - Jocelyn T. Chi, Deanna Needell:
Linear Discriminant Analysis with the Randomized Kaczmarz Method. 94-120 - Hengchao Chen:
Quotient Geometry of Bounded or Fixed-Rank Correlation Matrices. 121-150 - Jinling Zhou, Jiawang Nie, Zheng Peng, Guangming Zhou:
The Rank-1 Completion Problem for Cubic Tensors. 151-171 - Liron Mor-Yosef, Shashanka Ubaru, Lior Horesh, Haim Avron:
Multivariate Trace Estimation Using Quantum State Space Linear Algebra. 172-209 - Haodong Hu, Bo Jiang, Zhening Li:
On Spectral and Nuclear Norms of Order Three Tensors with One Fixed Dimension. 210-231 - Ariana N. Brown, Malena Sabaté Landman, James G. Nagy:
H-CMRH: An Inner Product Free Hybrid Krylov Method for Large-Scale Inverse Problems. 232-255 - Maolin Che, Yimin Wei, Hong Yan:
Efficient Randomized Algorithms for Fixed Precision Problem of Approximate Tucker Decomposition. 256-297 - Ralf Zimmermann, Jakob Stoye:
The Injectivity Radius of the Compact Stiefel Manifold under the Euclidean Metric. 298-309 - Erin Carson, Kathryn Lund, Yuxin Ma, Eda Oktay:
Reorthogonalized Pythagorean Variants of Block Classical Gram-Schmidt. 310-340 - Gregory Dexter, Christos Boutsikas, Linkai Ma, Ilse C. F. Ipsen, Petros Drineas:
Stochastic Rounding Implicitly Regularizes Tall-and-Thin Matrices. 341-369 - Andrei Dumitrasc, Carola Kruse, Ulrich Rüde:
Generalized Golub-Kahan Bidiagonalization for Nonsymmetric Saddle-Point Systems. 370-392 - Carlo Janna, Andrea Franceschini:
Nesting Approximate Inverses for Improved Preconditioning and Algebraic Multigrid Smoothing. 393-415 - Kwassi Joseph Dzahini, Stefan M. Wild:
A Class of Sparse Johnson-Lindenstrauss Transforms and Analysis of their Extreme Singular Values. 416-438 - Haibo Li:
Characterizing GSVD by Singular Value Expansion of Linear Operators and Its Computation. 439-465 - Xin Jiang, Edward Duc Hien Nguyen, César A. Uribe, Bicheng Ying:
Sparse Factorization of the Square All-Ones Matrix of Arbitrary Order. 466-486 - Congcong Li, Sean Y. Hon:
Multilevel Tau Preconditioners for Symmetrized Multilevel Toeplitz Systems with Applications to Solving Space Fractional Diffusion Equations. 487-508 - Alexis Montoison, Dominique Orban, Michael A. Saunders:
MinAres: An Iterative Solver for Symmetric Linear Systems. 509-529 - Xiaofeng Ou, Michelle Michelle, Jianlin Xia:
A Stable Matrix Version of the 2D Fast Multipole Method. 530-560 - Shuyang Ling:
Generalized Orthogonal Procrustes Problem under Arbitrary Adversaries. 561-583 - Koby Hayashi, Sinan G. Aksoy, Grey Ballard, Haesun Park:
Randomized Algorithms for Symmetric Nonnegative Matrix Factorization. 584-625 - Nils Friess, Alexander D. Gilbert, Robert Scheichl:
A Complex-Projected Rayleigh Quotient Iteration for Targeting Interior Eigenvalues. 626-647 - Matthew J. Colbrook, Alex Townsend:
Avoiding Discretization Issues for Nonlinear Eigenvalue Problems. 648-675 - Zhongxiao Jia, Qingqing Zheng:
An Analysis of the Rayleigh-Ritz and Refined Rayleigh-Ritz Methods for Regular Nonlinear Eigenvalue Problems. 676-701 - Liam Burke, Stefan Güttel, Kirk M. Soodhalter:
GMRES with Randomized Sketching and Deflated Restarting. 702-725 - Qinmeng Zou:
Rounding Error Analysis of the Inverse Compact WY Modified Gram-Schmidt Algorithms. 726-747 - Ralf Zimmermann, Jakob Stoye:
High Curvature Means Low Rank: On the Sectional Curvature of Grassmann and Stiefel Manifolds and the Underlying Matrix Trace Inequalities. 748-779 - Taejun Park, Yuji Nakatsukasa:
Accuracy and Stability of CUR Decompositions with Oversampling. 780-810 - Xiaobo Liu:
Mixed-Precision Paterson-Stockmeyer Method for Evaluating Polynomials of Matrices. 811-835
Volume 46, Number 2, 2025
- Ding Zhang, Axel Ringh, Li Qiu:
Matrix Completion and Decomposition in Phase-Bounded Cones. 837-857 - Malena I. Español, Gabriela Jeronimo:
Local Convergence Analysis of a Variable Projection Method for Regularized Separable Nonlinear Inverse Problems. 858-878 - Simon Mataigne, Ralf Zimmermann, Nina Miolane:
An Efficient Algorithm for the Riemannian Logarithm on the Stiefel Manifold for a Family of Riemannian Metrics. 879-905 - Henrik Eisenmann:
A Newton Method for Solving Locally Definite Multiparameter Eigenvalue Problems by Multi-index. 906-933 - Haibo Li:
A New Interpretation of the Weighted Pseudoinverse and Its Applications. 934-956 - Thomas Mach, Melina A. Freitag:
Solving the Parametric Eigenvalue Problem by Taylor Series and Chebyshev Expansion. 957-983 - Stanislav S. Budzinskiy:
Entrywise Tensor-Train Approximation of Large Tensors via Random Embeddings. 984-1005 - Abraham Khan, Arvind K. Saibaba:
Parametric Kernel Low-Rank Approximations Using Tensor Train Decomposition. 1006-1036 - Yuer Chen, Yingzhou Li:
Interior Eigensolver Based on Rational Filter with Composite Rule. 1037-1060 - Mikael Sørensen, Stijn Hendrikx, Lieven De Lathauwer:
Multilinear Singular Value Decomposition-Based Completion with Fibers Observed in a Single Mode. 1061-1090 - Kyle Gilman, Samuel Burer, Laura Balzano:
A Semidefinite Relaxation for Sums of Heterogeneous Quadratic Forms on the Stiefel Manifold. 1091-1116 - Erin Carson, Ieva Dauzickaite:
A Comparison of Mixed Precision Iterative Refinement Approaches for Least-Squares Problems. 1117-1144 - Pierre-Antoine Absil, Simon Mataigne:
The Ultimate Upper Bound on the Injectivity Radius of the Stiefel Manifold. 1145-1167 - Jess Banks, Jorge Garza-Vargas, Nikhil Srivastava:
Global Convergence of Hessenberg Shifted QR II: Finite Arithmetic. 1168-1211 - Jess Banks, Jorge Garza-Vargas, Nikhil Srivastava:
Global Convergence of Hessenberg Shifted QR III: Approximate Ritz Values via Shifted Inverse Iteration. 1212-1246 - Younghyun Cho, James Demmel, Michal Derezinski, Haoyun Li, Hengrui Luo, Michael W. Mahoney, Riley Murray:
Surrogate-Based Autotuning for Randomized Sketching Algorithms in Regression Problems. 1247-1279 - Delin Chu, Volker Mehrmann:
Stabilization of Linear Port-Hamiltonian Descriptor Systems via Output Feedback. 1280-1300 - Ding Lu, Anshul Prajapati, Punit Sharma, Shreemayee Bora:
Eigenvalue Backward Errors of Rosenbrock Systems and Optimization of Sums of Rayleigh Quotients. 1301-1327 - Victor Kozyakin:
On Pairs of Spectrum Maximizing Products with Distinct Factor Multiplicities. 1328-1345 - Sarah Gift, Hugo J. Woerdeman:
The Interplay between Two Kinds of Hermitian Determinantal Representations. 1346-1377 - Kathlén Kohn, Anna-Laura Sattelberger, Vahid Shahverdi:
Geometry of Linear Neural Networks: Equivariance and Invariance Under Permutation Groups. 1378-1415 - Matthias Bolten, Marco Donatelli, Paola Ferrari, Isabella Furci:
Analysis on Aggregation and Block Smoothers in Multigrid Methods for Block Toeplitz Linear Systems. 1416-1443 - Theo Mary:
Error Analysis of the Gram Low-Rank Approximation (and Why it is Not as Unstable as One May Think). 1444-1459 - Yu Tian, Ernesto Estrada:
Balance with Memory in Signed Networks via Mittag-Leffler Matrix Functions. 1460-1483 - Miryam Gnazzo, Nicola Guglielmi:
On the Numerical Approximation of the Distance to Singularity for Matrix-Valued Functions. 1484-1517 - Chuanfu Xiao, Zeyu Li, Chao Yang:
Higher-Order Self-Consistent Field: Efficient Decoupling Algorithms for Finding the Best Rank-One Approximation of Higher-Order Tensors. 1518-1539 - Piero Deidda, Nicola Segala, Mario Putti:
Graph \({p}\)-Laplacian Eigenpairs as Saddle Points of a Family of Spectral Energy Functions. 1540-1561 - Nithin Govindarajan, Shivkumar Chandrasekaran, Patrick M. Dewilde:
Tree Quasi-separable Matrices: A Simultaneous Generalization of Sequentially and Hierarchically Semiseparable Representations. 1562-1586 - Hei Yin Lam, Gianluca Ceruti, Daniel Kressner:
Randomized Low-Rank Runge-Kutta Methods. 1587-1615 - Si-Jia Yu, Yan-Fei Jing:
Possible Reduced Structure of the Core Problem within the Total Least Square Problem. 1616-1639 - Difeng Cai, Edmond Chow, Yuanzhe Xi:
Posterior Covariance Structures in Gaussian Processes. 1640-1673
Volume 46, Number 3, 2025
- Tsung-Ming Huang, Yueh-Cheng Kuo, Ren-Cang Li, Wen-Wei Lin:
Numerical Solutions for Stochastic Continuous-Time Algebraic Riccati Equations. 1675-1700 - Maksim Melnichenko, Oleg Balabanov, Riley Murray, James Demmel, Michael W. Mahoney, Piotr Luszczek:
CholeskyQR with Randomization and Pivoting for Tall Matrices (CQRRPT). 1701-1734 - Conor McCoid, Felix Kwok:
Adaptive Algebraic Optimized Schwarz Methods. 1735-1763 - Elizabeth Newman, Katherine Keegan:
Optimal Matrix-Mimetic Tensor Algebras via Variable Projection. 1764-1790 - Yijun Dong, Chao Chen, Per-Gunnar Martinsson, Katherine J. Pearce:
Robust Blockwise Random Pivoting: Fast and Accurate Adaptive Interpolative Decomposition. 1791-1815 - Bin Gao, Renfeng Peng, Ya-xiang Yuan:
Optimization on Product Manifolds under a Preconditioned Metric. 1816-1845 - Marcel Schweitzer:
Near Instance Optimality of the Lanczos Method for Stieltjes and Related Matrix Functions. 1846-1865 - Shaun M. Fallat, Himanshu Gupta, Jephian C.-H. Lin:
Inverse Eigenvalue Problem for Laplacian Matrices of a Graph. 1866-1886 - Yang Liu, Andre Milzarek, Fred Roosta:
Obtaining Pseudoinverse Solutions with MINRES. 1887-1916 - Xiangmin Jiao:
Unified SMW-Like Identities of Low-Rank Updates for Generalized Inverses and Pseudoinverses. 1917-1929 - Tetiana Parshakova, Trevor Hastie, Stephen P. Boyd:
Fitting Multilevel Factor Models. 1930-1963 - Michiel E. Hochstenbach, Christian Mehl, Bor Plestenjak:
Solving Singular Generalized Eigenvalue Problems. Part III: Structure Preservation. 1964-1987 - Ilse C. F. Ipsen, Arvind K. Saibaba:
Stable Rank and Intrinsic Dimension of Real and Complex Matrices. 1988-2007 - Erin Carson, Yuxin Ma:
On the Backward Stability of S-Step GMRES. 2008-2040 - Erin Carson, Ieva Dauzickaite:
Mixed Precision Sketching for Least-Squares Problems and its Application in GMRES-Based Iterative Refinement. 2041-2060 - Erik Troedsson, Daniel Falkowski, Carl-Fredrik Lidgren, Herwig Wendt, Marcus Carlsson:
A Theoretical Study of the Objective-Functional for Joint Eigen-decomposition of Matrices. 2061-2079 - Larry Guth, Dominique Maldague, John Urschel:
Estimating the Matrix p → q Norm. 2080-2092 - Chris D. Godsil, Stephen Kirkland, Hermie Monterde:
Perfect State Transfer Between Real Pure States. 2093-2115 - Jiali Shan, Yimin Wei:
Optimal Backward Error of a Total Least Squares and Its Randomized Algorithms. 2116-2139 - Giovanni Barbarino, Nicolas Gillis:
On the Robustness of the Successive Projection Algorithm. 2140-2170 - Volker Mehrmann, Hongguo Xu:
Erratum for "Eigenstructure Perturbations for a Class of Hamiltonian Matrices and Solutions of Related Riccati Inequalities". 2171-2174
Volume 46, Number 4, 2025
- Gérard Meurant, Petr Tichý:
Error Norm Estimates for the Block Conjugate Gradient Algorithms. 2175-2196 - Davide Palitta, Martina Iannacito, Valeria Simoncini:
A Subspace-Conjugate Gradient Method for Linear Matrix Equations. 2197-2225 - Adrian Kulmburg:
The Generalized Matrix Norm Problem. 2226-2252 - Quoc-Tung Le, Léon Zheng, Elisa Riccietti, Rémi Gribonval:
Butterfly Factorization with Error Guarantees. 2253-2309 - Yun-Bin Zhao, Zhong-Feng Sun:
Splitting Alternating Algorithms for Sparse Solutions of Linear Systems with Concatenated Orthogonal Matrices. 2310-2330 - Sean Y. Hon, Congcong Li, Rosita Luisa Sormani, Rolf Krause, Stefano Serra-Capizzano:
Symbol-Based Multilevel Block \(\tau\) Preconditioners for Multilevel Block Toeplitz Systems: GLT-Based Analysis and Applications. 2331-2359 - Du Nguyen, Stefan Sommer:
Parallel Transport on Matrix Manifolds and Exponential Action. 2360-2394 - Jean-Guillaume de Damas, Laura Grigori:
Randomized Implicitly Restarted Arnoldi Method for the Non-Symmetric Eigenvalue Problem. 2395-2422 - Nicholas J. Higham, Françoise Tisseur, Marcus Webb, Zhengbo Zhou:
Computing Accurate Eigenvalues using a Mixed-Precision Jacobi Algorithm. 2423-2448 - Francesca Arrigo, Daniele Bertaccini, Alessandro Filippo:
Updating Katz Centrality by Counting Walks. 2449-2474 - Shixu Meng, Daniel Appelö, Yingda Cheng:
Preconditioning Low Rank Generalized Minimal Residual Method (GMRES) for Implicit Discretizations of Matrix Differential Equations. 2475-2500 - Kensuke Aihara, Akira Imakura, Keiichi Morikuni:
Block Cross-Interactive Residual Smoothing for Lanczos-Type Solvers for Linear Systems with Multiple Right-Hand Sides. 2501-2526 - Ethan N. Epperly, Joel A. Tropp, Robert J. Webber:
Embrace Rejection: Kernel Matrix Approximation by Accelerated Randomly Pivoted Cholesky. 2527-2557 - Michal Derezinski, Deanna Needell, Elizaveta Rebrova, Jiaming Yang:
Randomized Kaczmarz Methods with Beyond-Krylov Convergence. 2558-2588 - Soumyadip Ghosh, Lior Horesh, Vassilis Kalantzis, Yingdong Lu, Tomasz Nowicki:
Regenerative Ulam-von Neumann Algorithm: An Innovative Markov Chain Monte Carlo Method for Matrix Inversion. 2589-2613 - Lorenzo Lazzarino, Hussam Al Daas, Yuji Nakatsukasa:
Matrix Perturbation Analysis of Methods for Extracting Singular Values from Approximate Singular Subspaces. 2614-2634
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