Efficient QR-Based CP Decomposition Acceleration via Restructured Dimension Tree and Customized Extrapolation
Fuente:
arXiv
Saved in:
| Main Authors: | Xie, Wenchao, Xu, Jiawei, Peng, Zheng, Wang, Qingsong |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Accelerated Tensor Completion via Trace-Regularized Fully-Connected Tensor Network
by: Xie, Wenchao, et al.
Published: (2025)
by: Xie, Wenchao, et al.
Published: (2025)
QR Decomposition of Dual Matrices and its Application to Traveling Wave Identification in the Brain
by: Xu, Renjie, et al.
Published: (2024)
by: Xu, Renjie, et al.
Published: (2024)
Anatomy of High-Performance Column-Pivoted QR Decomposition
by: Melnichenko, Maksim, et al.
Published: (2025)
by: Melnichenko, Maksim, et al.
Published: (2025)
Randomized Householder QR
by: Grigori, Laura, et al.
Published: (2024)
by: Grigori, Laura, et al.
Published: (2024)
Group Sparse-based Tensor CP Decomposition: Model, Algorithms, and Applications in Chemometrics
by: Wang, Zihao, et al.
Published: (2025)
by: Wang, Zihao, et al.
Published: (2025)
Distributed-Memory Randomized Algorithms for Sparse Tensor CP Decomposition
by: Bharadwaj, Vivek, et al.
Published: (2022)
by: Bharadwaj, Vivek, et al.
Published: (2022)
Modified Levenberg-Marquardt Algorithm For Tensor CP Decomposition in Image Compression
by: Karim, Ramin Goudarzi, et al.
Published: (2024)
by: Karim, Ramin Goudarzi, et al.
Published: (2024)
Efficient QR-based Column Subset Selection through Randomized Sparse Embeddings
by: Fakih, Israa, et al.
Published: (2025)
by: Fakih, Israa, et al.
Published: (2025)
Time Extrapolation with Graph Convolutional Autoencoder and Tensor Train Decomposition
by: Chen, Yuanhong, et al.
Published: (2025)
by: Chen, Yuanhong, et al.
Published: (2025)
An Enhanced Shifted QR Algorithm for Efficient Eigenvalue Computation of Square Non-Hermitian Matrices
by: Ahuja, Chahat, et al.
Published: (2025)
by: Ahuja, Chahat, et al.
Published: (2025)
Schwarz Modulus Based Matrix Splittings with Minimal Polynomial Extrapolation Acceleration for linear complementarity problems arising from American option pricing
by: Gande, Martin J., et al.
Published: (2026)
by: Gande, Martin J., et al.
Published: (2026)
CholeskyQR with Randomization and Pivoting for Tall Matrices (CQRRPT)
by: Melnichenko, Maksim, et al.
Published: (2023)
by: Melnichenko, Maksim, et al.
Published: (2023)
A Dual Alternating Direction Method of Multipliers for Image Decomposition and Restoration
by: Wang, Qingsong, et al.
Published: (2019)
by: Wang, Qingsong, et al.
Published: (2019)
Hardware Acceleration for HPS Algorithms in Two and Three Dimensions
by: Melia, Owen, et al.
Published: (2025)
by: Melia, Owen, et al.
Published: (2025)
QR-based Parallel Set-Valued Approximation with Rational Functions
by: Dirckx, Simon, et al.
Published: (2023)
by: Dirckx, Simon, et al.
Published: (2023)
An Efficient and Robust Projection Enhanced Interpolation Based Tensor Train Decomposition
by: Hayes, Daniel, et al.
Published: (2026)
by: Hayes, Daniel, et al.
Published: (2026)
Asymptotic-Preserving Neural Networks based on Even-odd Decomposition for Multiscale Gray Radiative Transfer Equations
by: Wu, Keke, et al.
Published: (2025)
by: Wu, Keke, et al.
Published: (2025)
HOQRI: Higher-order QR Iteration for Low Multilinear Rank Approximation of Large and Sparse Tensors
by: Sun, Yuchen, et al.
Published: (2025)
by: Sun, Yuchen, et al.
Published: (2025)
Efficient Orthogonal Decomposition with Automatic Basis Extraction for Low-Rank Matrix Approximation
by: Shen, Weijie, et al.
Published: (2024)
by: Shen, Weijie, et al.
Published: (2024)
$M$-QR decomposition and hyperpower iterative methods for computing outer inverses of tensors
by: Behera, Ratikanta, et al.
Published: (2024)
by: Behera, Ratikanta, et al.
Published: (2024)
Extrapolating on Taylor Series Solutions of Homotopies with Nearby Poles
by: Verschelde, Jan, et al.
Published: (2024)
by: Verschelde, Jan, et al.
Published: (2024)
Accelerating AI Performance using Anderson Extrapolation on GPUs
by: Dajani, Saleem Abdul Fattah Ahmed Al, et al.
Published: (2024)
by: Dajani, Saleem Abdul Fattah Ahmed Al, et al.
Published: (2024)
Probabilistic Richardson Extrapolation
by: Oates, Chris. J., et al.
Published: (2024)
by: Oates, Chris. J., et al.
Published: (2024)
Randomized strong rank-revealing QR for column subset selection and low-rank matrix approximation
by: Grigori, Laura, et al.
Published: (2025)
by: Grigori, Laura, et al.
Published: (2025)
On-the-Fly ROM-Based Acceleration of SI-DSA for Implicit Time Marching of the Radiative Transfer Equation
by: Liu, Ningxin, et al.
Published: (2026)
by: Liu, Ningxin, et al.
Published: (2026)
Efficient Solution of Generalized Sylvester Equations via Preconditioned Alternating Anderson Acceleration
by: Chen, Hongjia, et al.
Published: (2026)
by: Chen, Hongjia, et al.
Published: (2026)
Efficient Estimation of Active Element Patterns for 2-D Planar Array Antennas via Directional Decomposition
by: Lee, Jeong-Wan, et al.
Published: (2025)
by: Lee, Jeong-Wan, et al.
Published: (2025)
Numerical Linear Algebra: Least Squares, QR and SVD
by: Mirzaei, Davoud
Published: (2024)
by: Mirzaei, Davoud
Published: (2024)
Deep Finite Volume Method for Partial Differential Equations
by: Cen, Jianhuan, et al.
Published: (2023)
by: Cen, Jianhuan, et al.
Published: (2023)
A Micro-Macro Decomposition-Based Asymptotic-Preserving Random Feature Method for Multiscale Radiative Transfer Equations
by: Chen, Jingrun, et al.
Published: (2024)
by: Chen, Jingrun, et al.
Published: (2024)
Joint Majorization-Minimization for Nonnegative CP and Tucker Decompositions under $β$-Divergences: Unfolding-Free Updates
by: Leplat, Valentin
Published: (2026)
by: Leplat, Valentin
Published: (2026)
Efficient Computation of Tucker Decomposition for Streaming Scientific Data Compression
by: De, Saibal, et al.
Published: (2023)
by: De, Saibal, et al.
Published: (2023)
Extrapolated Shock Tracking: Bridging shock-fitting and embedded boundary methods
by: Ciallella, Mirco, et al.
Published: (2024)
by: Ciallella, Mirco, et al.
Published: (2024)
Vector Extrapolation Methods Applied To Geometric Multigrid Solvers For Isogeometric Analysis
by: Mouhssine, Abdellatif, et al.
Published: (2024)
by: Mouhssine, Abdellatif, et al.
Published: (2024)
Revisit CP Tensor Decomposition: Statistical Optimality and Fast Convergence
by: Tang, Runshi, et al.
Published: (2025)
by: Tang, Runshi, et al.
Published: (2025)
A Provably Efficient Method for Tensor Ring Decomposition and Its Applications
by: Chen, Han, et al.
Published: (2025)
by: Chen, Han, et al.
Published: (2025)
An Efficient Randomized Fixed-Precision Algorithm for Tensor Singular Value Decomposition
by: Ahmadi-Asl, Salman
Published: (2022)
by: Ahmadi-Asl, Salman
Published: (2022)
Neural Green's Function Accelerated Iterative Methods for Solving Indefinite Boundary Value Problems
by: Li, Shengyan, et al.
Published: (2024)
by: Li, Shengyan, et al.
Published: (2024)
Stochastic Domain Decomposition Based on Variable-Separation Method
by: Chen, Liang, et al.
Published: (2023)
by: Chen, Liang, et al.
Published: (2023)
Implementation of QR factorization of tall and very skinny matrices on current GPUs
by: Thies, Jonas, et al.
Published: (2026)
by: Thies, Jonas, et al.
Published: (2026)
Similar Items
-
Accelerated Tensor Completion via Trace-Regularized Fully-Connected Tensor Network
by: Xie, Wenchao, et al.
Published: (2025) -
QR Decomposition of Dual Matrices and its Application to Traveling Wave Identification in the Brain
by: Xu, Renjie, et al.
Published: (2024) -
Anatomy of High-Performance Column-Pivoted QR Decomposition
by: Melnichenko, Maksim, et al.
Published: (2025) -
Randomized Householder QR
by: Grigori, Laura, et al.
Published: (2024) -
Group Sparse-based Tensor CP Decomposition: Model, Algorithms, and Applications in Chemometrics
by: Wang, Zihao, et al.
Published: (2025)