A fast direct solver for boundary integral equations in two dimensions
Journal of Computational Physics
Algorithm 853: An efficient algorithm for solving rank-deficient least squares problems
ACM Transactions on Mathematical Software (TOMS)
Unsupervised feature selection for principal components analysis
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Clustered subset selection and its applications on it service metrics
Proceedings of the 17th ACM conference on Information and knowledge management
An improved approximation algorithm for the column subset selection problem
SODA '09 Proceedings of the twentieth Annual ACM-SIAM Symposium on Discrete Algorithms
Column subset selection, matrix factorization, and eigenvalue optimization
SODA '09 Proceedings of the twentieth Annual ACM-SIAM Symposium on Discrete Algorithms
A New Class of Highly Accurate Solvers for Ordinary Differential Equations
Journal of Scientific Computing
On selecting a maximum volume sub-matrix of a matrix and related problems
Theoretical Computer Science
A fast algorithm for the inversion of general Toeplitz matrices
Computers & Mathematics with Applications
Efficient discretization of Laplace boundary integral equations on polygonal domains
Journal of Computational Physics
Short Note: Fast algorithms for spherical harmonic expansions, III
Journal of Computational Physics
Universal quadratures for boundary integral equations on two-dimensional domains with corners
Journal of Computational Physics
A Randomized Algorithm for Principal Component Analysis
SIAM Journal on Matrix Analysis and Applications
A Global Convergence Proof for Cyclic Jacobi Methods with Block Rotations
SIAM Journal on Matrix Analysis and Applications
A Nonlinear Optimization Procedure for Generalized Gaussian Quadratures
SIAM Journal on Scientific Computing
Efficient methods for grouping vectors into low-rank clusters
Journal of Computational Physics
Robust Approximate Cholesky Factorization of Rank-Structured Symmetric Positive Definite Matrices
SIAM Journal on Matrix Analysis and Applications
Rank-Deficient Nonlinear Least Squares Problems and Subset Selection
SIAM Journal on Numerical Analysis
A fast direct solver for the integral equations of scattering theory on planar curves with corners
Journal of Computational Physics
Column subset selection via sparse approximation of SVD
Theoretical Computer Science
Randomized Algorithms for Matrices and Data
Foundations and Trends® in Machine Learning
A Butterfly Algorithm for Synthetic Aperture Radar Imaging
SIAM Journal on Imaging Sciences
A Fast Randomized Algorithm for Computing a Hierarchically Semiseparable Representation of a Matrix
SIAM Journal on Matrix Analysis and Applications
Sampling methods for the Nyström method
The Journal of Machine Learning Research
Technical Note: A fast parallel Gauss Jordan algorithm for matrix inversion using CUDA
Computers and Structures
A fast solver for Poisson problems on infinite regular lattices
Journal of Computational and Applied Mathematics
A scalable approach to column-based low-rank matrix approximation
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
An equi-directional generalization of adaptive cross approximation for higher-order tensors
Applied Numerical Mathematics
Journal of Scientific Computing
Improving CUR matrix decomposition and the Nyström approximation via adaptive sampling
The Journal of Machine Learning Research
A note on sparse least-squares regression
Information Processing Letters
Column Subset Selection Problem is UG-hard
Journal of Computer and System Sciences
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