Efficient QR-based Column Subset Selection through Randomized Sparse Embeddings
Fuente:
arXiv
Saved in:
| Main Authors: | Fakih, Israa, Grigori, Laura |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Randomized Householder QR
by: Grigori, Laura, et al.
Published: (2024)
by: Grigori, Laura, 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)
Anatomy of High-Performance Column-Pivoted QR Decomposition
by: Melnichenko, Maksim, et al.
Published: (2025)
by: Melnichenko, Maksim, et al.
Published: (2025)
CholeskyQR with Randomization and Pivoting for Tall Matrices (CQRRPT)
by: Melnichenko, Maksim, et al.
Published: (2023)
by: Melnichenko, Maksim, et al.
Published: (2023)
On the Optimality of CVOD-based Column Selection
by: Emelianenko, Maria, et al.
Published: (2024)
by: Emelianenko, Maria, et al.
Published: (2024)
Randomized orthogonalization and Krylov subspace methods: principles and algorithms
by: de Damas, Jean-Guillaume, et al.
Published: (2025)
by: de Damas, Jean-Guillaume, et al.
Published: (2025)
Collect, Commit, Expand: Efficient CPQR-Based Column Selection for Extremely Wide Matrices
by: Armstrong, Robin, et al.
Published: (2025)
by: Armstrong, Robin, 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)
Approximate construction of rational approximations and the effect of error autocorrection. Applications
by: Litvinov, Grigori
Published: (2001)
by: Litvinov, Grigori
Published: (2001)
Randomized biorthogonalization through a two-sided Gram-Schmidt process
by: Grigori, Laura, et al.
Published: (2025)
by: Grigori, Laura, et al.
Published: (2025)
Structured Column Subset Selection for Bayesian Optimal Experimental Design
by: Díaz, Hugo, et al.
Published: (2025)
by: Díaz, Hugo, 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)
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)
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)
Adaptive Voronoi-based Column Selection Methods for Interpretable Dimensionality Reduction
by: Emelianenko, Maria, et al.
Published: (2024)
by: Emelianenko, Maria, et al.
Published: (2024)
Restoring similarity in randomized Krylov methods with applications to eigenvalue problems and matrix functions
by: Grigori, Laura, et al.
Published: (2026)
by: Grigori, Laura, et al.
Published: (2026)
Efficient QR-Based CP Decomposition Acceleration via Restructured Dimension Tree and Customized Extrapolation
by: Xie, Wenchao, et al.
Published: (2025)
by: Xie, Wenchao, et al.
Published: (2025)
Universal numerical algorithms and their software implementation
by: Litvinov, Grigori, et al.
Published: (2001)
by: Litvinov, Grigori, et al.
Published: (2001)
Sparse Randomized Approximation of Normal Cycles
by: Paul, Allen, et al.
Published: (2025)
by: Paul, Allen, et al.
Published: (2025)
Column reduced digital nets
by: Anupindi, Vishnupriya, et al.
Published: (2024)
by: Anupindi, Vishnupriya, et al.
Published: (2024)
Approximate rational arithmetics and arbitrary precision computations
by: Litvinov, Grigori, et al.
Published: (2001)
by: Litvinov, Grigori, et al.
Published: (2001)
Market-Driven Subset Selection for Budgeted Training
by: Jha, Ashish, et al.
Published: (2025)
by: Jha, Ashish, et al.
Published: (2025)
Optimizing Kernel Discrepancies via Subset Selection
by: Chen, Deyao, et al.
Published: (2025)
by: Chen, Deyao, et al.
Published: (2025)
Bayesian D-Optimal Experimental Designs via Column Subset Selection
by: Eswar, Srinivas, et al.
Published: (2024)
by: Eswar, Srinivas, et al.
Published: (2024)
Optimal Sensor Placement in Gaussian Processes via Column Subset Selection
by: Chen, Jessie, et al.
Published: (2026)
by: Chen, Jessie, et al.
Published: (2026)
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)
$M$-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)
Heuristic Approaches to Obtain Low-Discrepancy Point Sets via Subset Selection
by: Clément, François, et al.
Published: (2023)
by: Clément, François, et al.
Published: (2023)
Distributed-Memory Randomized Algorithms for Sparse Tensor CP Decomposition
by: Bharadwaj, Vivek, et al.
Published: (2022)
by: Bharadwaj, Vivek, et al.
Published: (2022)
Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition
by: Bharadwaj, Vivek, et al.
Published: (2023)
by: Bharadwaj, Vivek, et al.
Published: (2023)
Numerical Linear Algebra: Least Squares, QR and SVD
by: Mirzaei, Davoud
Published: (2024)
by: Mirzaei, Davoud
Published: (2024)
Randomized Krylov-Schur eigensolver with deflation
by: de Damas, Jean-Guillaume, et al.
Published: (2025)
by: de Damas, Jean-Guillaume, et al.
Published: (2025)
Block subsampled randomized Hadamard transform for low-rank approximation on distributed architectures
by: Balabanov, Oleg, et al.
Published: (2022)
by: Balabanov, Oleg, et al.
Published: (2022)
Randomized Functional Sparse Tucker Tensor for Compression and Fast Visualization of Scientific Data
by: Rai, Prashant, et al.
Published: (2019)
by: Rai, Prashant, et al.
Published: (2019)
Randomized block Gram-Schmidt process for solution of linear systems and eigenvalue problems
by: Balabanov, Oleg, et al.
Published: (2021)
by: Balabanov, Oleg, et al.
Published: (2021)
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)
Smoothed Circulant Embedding with Applications to Multilevel Monte Carlo Methods for PDEs with Random Coefficients
by: Istratuca, Anastasia, et al.
Published: (2023)
by: Istratuca, Anastasia, et al.
Published: (2023)
Randomized Implicitly Restarted Arnoldi method for the non-symmetric eigenvalue problem
by: de Damas, Jean-Guillaume, et al.
Published: (2024)
by: de Damas, Jean-Guillaume, et al.
Published: (2024)
QR-Recursive Compression of Volume Integral Equations for Electromagnetic Scattering by Large Metasurfaces
by: Mottola, Vincenzo, et al.
Published: (2026)
by: Mottola, Vincenzo, et al.
Published: (2026)
Randomized LU-Householder CholeskyQR
by: Guan, Haoran, et al.
Published: (2024)
by: Guan, Haoran, et al.
Published: (2024)
Similar Items
-
Randomized Householder QR
by: Grigori, Laura, 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) -
Anatomy of High-Performance Column-Pivoted QR Decomposition
by: Melnichenko, Maksim, et al.
Published: (2025) -
CholeskyQR with Randomization and Pivoting for Tall Matrices (CQRRPT)
by: Melnichenko, Maksim, et al.
Published: (2023) -
On the Optimality of CVOD-based Column Selection
by: Emelianenko, Maria, et al.
Published: (2024)