Tensor Deli: Tensor Completion for Low CP-Rank Tensors via Random Sampling
Fuente:
arXiv
Saved in:
| Main Authors: | Haselby, Cullen, Iwen, Mark, Karnik, Santhosh, Wang, Rongrong |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Goal-Oriented Low-Rank Tensor Decompositions for Numerical Simulation Data
by: Dunlavy, Daniel M., et al.
Published: (2025)
by: Dunlavy, Daniel M., et al.
Published: (2025)
Tensor Train Completion from Fiberwise Observations Along a Single Mode
by: Sofi, Shakir Showkat, et al.
Published: (2025)
by: Sofi, Shakir Showkat, et al.
Published: (2025)
Convergence of the alternating least squares algorithm for CP tensor decompositions
by: Hu, Nicholas, et al.
Published: (2025)
by: Hu, Nicholas, et al.
Published: (2025)
Fast and Accurate Interpolative Decompositions for General, Sparse, and Structured Tensors
by: Zhang, Yifan, et al.
Published: (2025)
by: Zhang, Yifan, et al.
Published: (2025)
Tensor-Train Operator Inference
by: Danis, Engin, et al.
Published: (2025)
by: Danis, Engin, et al.
Published: (2025)
Hamiltonian and Symplectic Tensors in the T-product Algebra
by: Lopez-Moreno, Susana, et al.
Published: (2026)
by: Lopez-Moreno, Susana, et al.
Published: (2026)
On Trimming Tensor-structured Measurements and Efficient Low-rank Tensor Recovery
by: Suryanarayanan, Shambhavi, et al.
Published: (2025)
by: Suryanarayanan, Shambhavi, et al.
Published: (2025)
Minimality of Tree Tensor Network Ranks
by: Jovcheva, Jana, et al.
Published: (2025)
by: Jovcheva, Jana, et al.
Published: (2025)
Diagonal Gaussian Mixture Models and Higher Order Tensor Decompositions
by: Guo, Bingni, et al.
Published: (2024)
by: Guo, Bingni, et al.
Published: (2024)
A multilinear Nyström algorithm for low-rank approximation of tensors in Tucker format
by: Bucci, Alberto, et al.
Published: (2023)
by: Bucci, Alberto, et al.
Published: (2023)
Optimization on the Extended Tensor-Train Manifold with Shared Factors
by: Molozhavenko, Alexander, et al.
Published: (2025)
by: Molozhavenko, Alexander, et al.
Published: (2025)
Fast and Accurate CP-HIFI Tensor Decompositions: Exploiting Kronecker Structure
by: Brust, Johannes J., et al.
Published: (2026)
by: Brust, Johannes J., et al.
Published: (2026)
Tensor-structured PCG for finite difference solver of domain patterns in ferroelectric material
by: Chumchal, Věnceslav, et al.
Published: (2025)
by: Chumchal, Věnceslav, et al.
Published: (2025)
Iterative Methods for Computing the T-Square Root of Third-Order Tensors
by: Sharma, Hemant, et al.
Published: (2026)
by: Sharma, Hemant, et al.
Published: (2026)
Stochastic Gradient Descent for Incomplete Tensor Linear Systems
by: Ma, Anna, et al.
Published: (2025)
by: Ma, Anna, et al.
Published: (2025)
Efficient Sketching-Based Summation of Tucker Tensors
by: Smith, Rudi, et al.
Published: (2026)
by: Smith, Rudi, et al.
Published: (2026)
Linear-Scaling Tensor Train Sketching
by: Cazeaux, Paul, et al.
Published: (2026)
by: Cazeaux, Paul, et al.
Published: (2026)
Robust Eigenvectors of Symmetric Tensors
by: Muller, Tommi, et al.
Published: (2021)
by: Muller, Tommi, et al.
Published: (2021)
Randomized algorithms for computing the tensor train approximation and their applications
by: Che, Maolin, et al.
Published: (2024)
by: Che, Maolin, et al.
Published: (2024)
An NPDo Approach for Tensor Block-Diagonalization
by: Li, Ren-Cang, et al.
Published: (2026)
by: Li, Ren-Cang, et al.
Published: (2026)
TT-LSQR For Tensor Least Squares Problems and Application to Data Mining *
by: Piccinini, Lorenzo, et al.
Published: (2025)
by: Piccinini, Lorenzo, et al.
Published: (2025)
Frontal Slice Approaches for Tensor Linear Systems
by: Luo, Hengrui, et al.
Published: (2024)
by: Luo, Hengrui, et al.
Published: (2024)
Low-rank Bayesian matrix completion via geodesic Hamiltonian Monte Carlo on Stiefel manifolds
by: Cui, Tiangang, et al.
Published: (2024)
by: Cui, Tiangang, et al.
Published: (2024)
Randomized algorithms for streaming low-rank approximation in tree tensor network format
by: Bucci, Alberto, et al.
Published: (2024)
by: Bucci, Alberto, et al.
Published: (2024)
Efficient randomized algorithms for the fixed Tucker-rank problem of Tucker decomposition with adaptive shifts
by: Che, Maolin, et al.
Published: (2025)
by: Che, Maolin, et al.
Published: (2025)
Tomography by Design: An Algebraic Approach to Low-Rank Quantum States
by: Sofi, Shakir Showkat, et al.
Published: (2026)
by: Sofi, Shakir Showkat, et al.
Published: (2026)
Effective algorithms for tensor train decomposition via the UTV framework
by: Wang, Yuchao, et al.
Published: (2025)
by: Wang, Yuchao, et al.
Published: (2025)
Spectral Bounds for Tensors Derived from Trace Functionals and Wasserstein Distance in Tensor Spaces
by: Sharma, Hemant, et al.
Published: (2026)
by: Sharma, Hemant, et al.
Published: (2026)
Inexact subspace projection methods for low-rank tensor eigenvalue problems
by: Dektor, Alec, et al.
Published: (2025)
by: Dektor, Alec, et al.
Published: (2025)
Computing excited states with isometric tensor networks in two-dimensions
by: Dektor, Alec, et al.
Published: (2025)
by: Dektor, Alec, et al.
Published: (2025)
A sequential multilinear Nyström algorithm for streaming low-rank approximation of tensors in Tucker format
by: Bucci, Alberto, et al.
Published: (2024)
by: Bucci, Alberto, et al.
Published: (2024)
A Generating Polynomial Based Two-Stage Optimization Method for Tensor Rank Decomposition
by: Zheng, Zequn, et al.
Published: (2025)
by: Zheng, Zequn, et al.
Published: (2025)
A Newton method for solving locally definite multiparameter eigenvalue problems by multiindex
by: Eisenmann, Henrik
Published: (2024)
by: Eisenmann, Henrik
Published: (2024)
Interpolatory Dynamical Low-Rank Approximation: Theoretical Foundations and Algorithms
by: Carrel, Benjamin, et al.
Published: (2025)
by: Carrel, Benjamin, et al.
Published: (2025)
Tensor Network Space-Time Spectral Collocation Method for Solving the Nonlinear Convection Diffusion Equation
by: Adak, Dibyendu, et al.
Published: (2024)
by: Adak, Dibyendu, et al.
Published: (2024)
Tensor CUR Decomposition under the Linear-Map-Based Tensor-Tensor Multiplication
by: Lopez-Moreno, Susana, et al.
Published: (2026)
by: Lopez-Moreno, Susana, et al.
Published: (2026)
Scalable Pseudospectral Analysis via Low-Rank Approximations of Dynamical Systems
by: Kostic, Vladimir R., et al.
Published: (2026)
by: Kostic, Vladimir R., et al.
Published: (2026)
Structure-Informed Bounds on the Kronecker Rank of Block-Structured Matrices
by: Fuller, Allison, et al.
Published: (2026)
by: Fuller, Allison, et al.
Published: (2026)
Tensor cross interpolation for global discrete optimization with application to Bayesian network inference
by: Dolgov, Sergey, et al.
Published: (2025)
by: Dolgov, Sergey, et al.
Published: (2025)
Low T-Phase Rank Approximation of Third Order Tensors
by: Kim, Taehyeong, et al.
Published: (2026)
by: Kim, Taehyeong, et al.
Published: (2026)
Similar Items
-
Goal-Oriented Low-Rank Tensor Decompositions for Numerical Simulation Data
by: Dunlavy, Daniel M., et al.
Published: (2025) -
Tensor Train Completion from Fiberwise Observations Along a Single Mode
by: Sofi, Shakir Showkat, et al.
Published: (2025) -
Convergence of the alternating least squares algorithm for CP tensor decompositions
by: Hu, Nicholas, et al.
Published: (2025) -
Fast and Accurate Interpolative Decompositions for General, Sparse, and Structured Tensors
by: Zhang, Yifan, et al.
Published: (2025) -
Tensor-Train Operator Inference
by: Danis, Engin, et al.
Published: (2025)