A Randomized Algorithm for Tensor Singular Value Decomposition using an Arbitrary Number of Passes
Fuente:
arXiv
Saved in:
| Main Authors: | Ahmadi-Asl, Salman, Phan, Anh-Huy, Cichocki, Andrzej |
|---|---|
| Format: | Preprint |
| Published: |
2022
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Nonnegative Tensor Decomposition Via Collaborative Neurodynamic Optimization
by: Ahmadi-Asl, Salman, et al.
Published: (2024)
by: Ahmadi-Asl, Salman, et al.
Published: (2024)
An Efficient Randomized Fixed-Precision Algorithm for Tensor Singular Value Decomposition
by: Ahmadi-Asl, Salman
Published: (2022)
by: Ahmadi-Asl, Salman
Published: (2022)
A New Tensor Network: Tubal Tensor Train and Its Applications
by: Ahmadi-Asl, Salman, et al.
Published: (2026)
by: Ahmadi-Asl, Salman, et al.
Published: (2026)
Pass-efficient Randomized Algorithms for Low-rank Approximation of Quaternion Matrices
by: Ahmadi-Asl, Salman, et al.
Published: (2025)
by: Ahmadi-Asl, Salman, et al.
Published: (2025)
Efficient Algorithms for Low Tubal Rank Tensor Approximation with Applications
by: Ahmadi-Asl, Salman, et al.
Published: (2024)
by: Ahmadi-Asl, Salman, et al.
Published: (2024)
Fast randomized algorithms for computing the generalized tensor SVD based on the tubal product
by: Ahmadi-Asl, Salman, et al.
Published: (2023)
by: Ahmadi-Asl, Salman, et al.
Published: (2023)
Lightweight Attribute Localizing Models for Pedestrian Attribute Recognition
by: Jha, Ashish, et al.
Published: (2023)
by: Jha, Ashish, et al.
Published: (2023)
A note on generalized tensor CUR approximation for tensor pairs and tensor triplets based on the tubal product
by: Ahmadi-Asl, Salman, et al.
Published: (2023)
by: Ahmadi-Asl, Salman, et al.
Published: (2023)
Randomized block Krylov method for approximation of truncated tensor SVD
by: Kooshkghazi, Malihe Nobakht, et al.
Published: (2025)
by: Kooshkghazi, Malihe Nobakht, et al.
Published: (2025)
Randomized algorithms for Kroncecker tensor decomposition and applications
by: Ahmadi-Asl, Salman, et al.
Published: (2024)
by: Ahmadi-Asl, Salman, et al.
Published: (2024)
A Precise Performance Analysis of the Randomized Singular Value Decomposition
by: Akhtiamov, Danil, et al.
Published: (2025)
by: Akhtiamov, Danil, et al.
Published: (2025)
Efficient iterative techniques for solving tensor problems with the T-product
by: Kooshkghazi, Malihe Nobakht, et al.
Published: (2025)
by: Kooshkghazi, Malihe Nobakht, et al.
Published: (2025)
Randomized Algorithms for Low-Rank Matrix and Tensor Decompositions
by: Pearce, Katherine J., et al.
Published: (2025)
by: Pearce, Katherine J., 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)
Iterative Methods for Computing the Moore-Penrose Pseudoinverse of Quaternion Matrices, with Applications
by: Leplat, Valentin, et al.
Published: (2025)
by: Leplat, Valentin, et al.
Published: (2025)
QuatIca: Advanced Numerical Linear Algebra and Optimization for Quaternionic Matrices in Python
by: Leplat, Valentin, et al.
Published: (2026)
by: Leplat, Valentin, et al.
Published: (2026)
Randomized Quaternion UTV Decomposition and Randomized Quaternion Tensor UTV Decomposition
by: Yang, Liqiao, et al.
Published: (2024)
by: Yang, Liqiao, et al.
Published: (2024)
A Power Method for Computing Singular Value Decomposition
by: Dembele, Doulaye
Published: (2024)
by: Dembele, Doulaye
Published: (2024)
High-dimensional Optimization with Low Rank Tensor Sampling and Local Search
by: Sozykin, Konstantin, et al.
Published: (2025)
by: Sozykin, Konstantin, et al.
Published: (2025)
A Hybrid Algorithm for Computing a Partial Singular Value Decomposition Satisfying a Given Threshold
by: Baglama, James, et al.
Published: (2024)
by: Baglama, James, et al.
Published: (2024)
Differentiable Singular Value Decomposition
by: Kanchi, Rohit, et al.
Published: (2025)
by: Kanchi, Rohit, et al.
Published: (2025)
An Improved Incremental Singular Value Decomposition and New Error Bounds
by: Zhang, Yangwen
Published: (2022)
by: Zhang, Yangwen
Published: (2022)
Singular Value and Frame Decomposition-based Reconstruction for Atmospheric Tomography
by: Weissinger, Lukas, et al.
Published: (2024)
by: Weissinger, Lukas, et al.
Published: (2024)
Generalized Singular Value Decompositions of Dual Quaternion Matrix Triplets
by: Ling, Sitao, et al.
Published: (2025)
by: Ling, Sitao, et al.
Published: (2025)
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)
A Parallelizable Quaternion Higher-Order Singular Value Decomposition with Applications
by: Ya, Hanxin, et al.
Published: (2023)
by: Ya, Hanxin, et al.
Published: (2023)
A Kernelizable Primal-Dual Formulation of the Multilinear Singular Value Decomposition
by: Wesel, Frederiek, et al.
Published: (2024)
by: Wesel, Frederiek, et al.
Published: (2024)
A Normal Form Algorithm for Tensor Rank Decomposition
by: Telen, Simon, et al.
Published: (2021)
by: Telen, Simon, et al.
Published: (2021)
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)
Dual Numbers for Arbitrary Order Automatic Differentiation
by: Peñuñuri, F., et al.
Published: (2025)
by: Peñuñuri, F., et al.
Published: (2025)
Approximate Contraction of Arbitrary Tensor Networks with a Flexible and Efficient Density Matrix Algorithm
by: Ma, Linjian, et al.
Published: (2024)
by: Ma, Linjian, et al.
Published: (2024)
A Cayley-free Two-Step Algorithm for Inverse Singular Value Problems
by: Fan, Jiechang, et al.
Published: (2026)
by: Fan, Jiechang, et al.
Published: (2026)
Fast Randomized Matrix and Tensor Interpolative Decomposition Using CountSketch
by: Malik, Osman Asif, et al.
Published: (2019)
by: Malik, Osman Asif, et al.
Published: (2019)
Parallelization of Software Systems Test Case Selection Algorithm Based on Singular Value Decomposition
by: Moghaddam, Mahdi Movahedian
Published: (2022)
by: Moghaddam, Mahdi Movahedian
Published: (2022)
Tensor Decomposition Meets RKHS: Efficient Algorithms for Smooth and Misaligned Data
by: Larsen, Brett W., et al.
Published: (2024)
by: Larsen, Brett W., et al.
Published: (2024)
Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction
by: Yuan, Longhao, et al.
Published: (2019)
by: Yuan, Longhao, et al.
Published: (2019)
SVD-PINNs: Transfer Learning of Physics-Informed Neural Networks via Singular Value Decomposition
by: Gao, Yihang, et al.
Published: (2022)
by: Gao, Yihang, et al.
Published: (2022)
Adaptive Randomized Tensor Train Rounding using Khatri-Rao Products
by: Daas, Hussam Al, et al.
Published: (2025)
by: Daas, Hussam Al, et al.
Published: (2025)
Tensor BM-Decomposition for Compression and Analysis of Video Data
by: Tian, Fan, et al.
Published: (2023)
by: Tian, Fan, et al.
Published: (2023)
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)
Similar Items
-
Nonnegative Tensor Decomposition Via Collaborative Neurodynamic Optimization
by: Ahmadi-Asl, Salman, et al.
Published: (2024) -
An Efficient Randomized Fixed-Precision Algorithm for Tensor Singular Value Decomposition
by: Ahmadi-Asl, Salman
Published: (2022) -
A New Tensor Network: Tubal Tensor Train and Its Applications
by: Ahmadi-Asl, Salman, et al.
Published: (2026) -
Pass-efficient Randomized Algorithms for Low-rank Approximation of Quaternion Matrices
by: Ahmadi-Asl, Salman, et al.
Published: (2025) -
Efficient Algorithms for Low Tubal Rank Tensor Approximation with Applications
by: Ahmadi-Asl, Salman, et al.
Published: (2024)