
LINPACK
 Referenced in 453 articles
[sw04209]
 package computes the QR and singular value decompositions of rectangular matrices and applies them...

EISPACK
 Referenced in 451 articles
[sw04208]
 routines are included that use singular value decomposition to solve certain leastsquares problems. EISPACK...

SLEPc
 Referenced in 102 articles
[sw00875]
 other related problems such as the singular value decomposition or the quadratic eigenvalue problem...

PROPACK
 Referenced in 74 articles
[sw04019]
 functions for computing the singular value decomposition of large and sparse or structured matrices...

impute
 Referenced in 69 articles
[sw14376]
 implemented and evaluated three methods: a Singular Value Decomposition (SVD) based method (SVDimpute), weighted...

NAPACK
 Referenced in 67 articles
[sw11666]
 minimization, to compute eigenvalues, eigenvectors, the singular value decomposition, or the QR decomposition. The package...

svdpack
 Referenced in 57 articles
[sw04819]
 numerical (iterative) methods for computing the singular value decomposition (SVD) of large sparse matrices using ... determining several of the largest singular triplets (singular values and corresponding left and rightsingular...

Tensorlab
 Referenced in 23 articles
[sw14255]
 decompositions: canonical polyadic decomposition (CPD), multilinear singular value decomposition (MLSVD), block term decompositions...

Chebfun2
 Referenced in 20 articles
[sw12708]
 some relevant issues as global optimization, singular value decomposition, root finding, and vector calculus...

corpor
 Referenced in 17 articles
[sw09381]
 Furthermore, functions are available for fast singular value decomposition, for computing the pseudoinverse...

LSRN
 Referenced in 13 articles
[sw09555]
 which is embarrassingly parallel, and a singular value decomposition of size ⌈γmin ... strong concentration result on the extreme singular values, and hence that the number of iterations...

Algorithm 844
 Referenced in 16 articles
[sw04407]
 approximations based on traditional decompositions, like the singular value and QR decompositions...

UTV
 Referenced in 184 articles
[sw05213]
 expand the algorithms for the ULLV decomposition of a matrix pair to handle interferencetype ... able to capture all the dominant singular values of a sparse or structured matrix. These...

CULA
 Referenced in 8 articles
[sw12745]
 results from factorizations such as LU decomposition, singular value decomposition and QR decomposition along with...

Optspace
 Referenced in 7 articles
[sw12630]
 efficient algorithm called OptSpace, based on singular value decomposition followed by local manifold optimization ... large enough, the output of singular value decomposition gives a good estimate for the original...

corpcor
 Referenced in 7 articles
[sw10199]
 Furthermore, functions are available for fast singular value decomposition, for computing the pseudoinverse...

FaIMS
 Referenced in 4 articles
[sw06425]
 algorithm to compute an approximate singular value decomposition (SVD) of leastsquares operators related ... medium perturbation, a dense singular value decomposition of the Born operator requires...

Newmat
 Referenced in 4 articles
[sw05368]
 submatrix, determinant, Cholesky decomposition, QR triangularisation, singular value decomposition, eigenvalues of a symmetric matrix, sorting...

irlba
 Referenced in 3 articles
[sw21041]
 package irlba: Fast Truncated Singular Value Decomposition and Principal Components Analysis for Large Dense ... memory efficient methods for truncated singular value decomposition and principal components analysis of large sparse...

Algorithm 971
 Referenced in 4 articles
[sw22686]
 analysis and the calculation of truncated singular value decompositions. The present article presents an essentially ... superior for calculating the least singular values and corresponding singular vectors (or singular subspaces...