Cover Image

Fast Updating Truncated SVD for Representation Learning with Sparse Matrices

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Deng, Haoran, Yang, Yang, Li, Jiahe, Chen, Cheng, Jiang, Weihao, Pu, Shiliang
Format:	Preprint
Published:	2024
Subjects:	Numerical Analysis
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Fast randomized algorithms for computing the generalized tensor SVD based on the tubal product
by: Ahmadi-Asl, Salman, et al.
Published: (2023)

Fast and Accurate SVD-Type Updating in Streaming Data
by: Brust, Johannes J., et al.
Published: (2025)

A Robust Two-Level Schwarz Preconditioner For Sparse Matrices
by: Daas, Hussam Al, et al.
Published: (2024)

Computing the SVD efficiently with photonic chips
by: Maly, Johannes, et al.
Published: (2026)

Sparse Recovery for Overcomplete Frames: Sensing Matrices and Recovery Guarantees
by: Chen, Xuemei, et al.
Published: (2024)

Incremental SVD Compression for Nonlinear Oldroyd Equations with General Memory Kernels
by: Chen, Gang, et al.
Published: (2026)

Fast Singular-Kernel Convolution on General Non-Smooth Domains via Truncated Fourier Filtering
by: Bruno, Oscar, et al.
Published: (2025)

Precision-induced Adaptive Randomized Low-Rank Approximation for SVD and Matrix Inversion
by: Xu, Weiwei, et al.
Published: (2026)

A class of maximum-based iteration methods for the generalized absolute value equation
by: Wu, Shiliang, et al.
Published: (2024)

The Power Method for Non-Hermitian Dual Quaternion Matrices
by: Yang, Hao, et al.
Published: (2025)

Randomized block Krylov method for approximation of truncated tensor SVD
by: Kooshkghazi, Malihe Nobakht, et al.
Published: (2025)

$S^{\top\!}S$-SVD via Sketching and the Nearest $S^{\top\!}S$-orthogonal Matrix
by: Palitta, Davide, et al.
Published: (2025)

An Incremental SVD Method for Non-Fickian Flows in Porous Media: Addressing Storage and Computational Challenges
by: Chen, Gang, et al.
Published: (2023)

sTiles: An Accelerated Computational Framework for Sparse Factorizations of Structured Matrices
by: Fattah, Esmail Abdul, et al.
Published: (2025)

Fast Spectrum Estimation of Some Kernel Matrices
by: Lepilov, Mikhail
Published: (2024)

Numerical Analysis of the Parallel Orbital-Updating Approach for Eigenvalue Problems
by: Dai, Xiaoying, et al.
Published: (2024)

Efficient Variational Quantum Linear Solver for Structured Sparse Matrices
by: Gnanasekaran, Abeynaya, et al.
Published: (2024)

Sparse Random-Feature Neural Networks with Krylov-Based SVD for Singularly Perturbed ODE
by: Vaidyan, Kevin Kurian Thomas, et al.
Published: (2026)

Exact Eigenvalues and Eigenvectors for Some n-Dimensional Matrices
by: Deng, Quanling
Published: (2024)

Assigning Stationary Distributions to Sparse Stochastic Matrices
by: Gillis, Nicolas, et al.
Published: (2023)

Efficient Computation for Invertibility Sequence of Banded Toeplitz Matrices
by: Wang, Chen, et al.
Published: (2024)

Numerical Linear Algebra: Least Squares, QR and SVD
by: Mirzaei, Davoud
Published: (2024)

Algorithm xxx: Faster Randomized SVD with Dynamic Shifts
by: Feng, Xu, et al.
Published: (2024)

Parametric Hierarchical Matrix Approximations to Kernel Matrices
by: Khan, Abraham, et al.
Published: (2025)

Randomized Functional Sparse Tucker Tensor for Compression and Fast Visualization of Scientific Data
by: Rai, Prashant, et al.
Published: (2019)

Efficient Quantum Access Model for Sparse Structured Matrices using Linear Combination of Things
by: Gnanasekaran, Abeynaya, et al.
Published: (2025)

Fast Green Function Evaluation for Method of Moment
by: Yang, Shunchuan, et al.
Published: (2019)

SVD-PINNs: Transfer Learning of Physics-Informed Neural Networks via Singular Value Decomposition
by: Gao, Yihang, et al.
Published: (2022)

Fast One-Pass Sparse Approximation of the Top Eigenvectors of Huge Approximately Low-Rank Matrices? Yes, $MAM^*$!
by: Boahen, Edem, et al.
Published: (2025)

A mixed precision Jacobi SVD algorithm
by: Gao, Weiguo, et al.
Published: (2022)

The Relation Between the EVD or SVD of Summands and the EVD or SVD of the Sum
by: Wassenaar, Tsjerk A.
Published: (2024)

Generalized Jacobi Method for Computing Eigenvalues of Dual Quaternion Hermitian Matrices
by: Chen, Yongjun, et al.
Published: (2024)

Polynomial Preconditioning for Indefinite Matrices
by: Henson, Hayden, et al.
Published: (2025)

Learning Sparse Approximate Inverse Preconditioners for Conjugate Gradient Solvers on GPUs
by: Yang, Zherui, et al.
Published: (2025)

On Stewart's Perturbation Theorem for SVD
by: Li, Ren-Cang, et al.
Published: (2024)

Hierarchical Tucker Low-Rank Matrices: Construction and Matrix-Vector Multiplication
by: Li, Yingzhou, et al.
Published: (2025)

Determinants and Inverses of banded Toeplitz Matrices over $\mathbb{F}_p$ Are Periodic
by: Wang, Chen, et al.
Published: (2024)

Truncated Huber Penalty for Sparse Signal Recovery with Convergence Analysis
by: Yang, Li, et al.
Published: (2025)

FINOM: Fast Sinkhorn on Non-uniform Meshes
by: Cheng, Qihao, et al.
Published: (2026)

Controlling Statistical, Discretization, and Truncation Errors in Learning Fourier Linear Operators
by: Subedi, Unique, et al.
Published: (2024)