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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 C. 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 Claire 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
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