
LINPACK
 Referenced in 462 articles
[sw04209]
 package computes the QR and singular value decompositions of rectangular matrices and applies them...

EISPACK
 Referenced in 460 articles
[sw04208]
 routines are included that use singular value decomposition to solve certain leastsquares problems. EISPACK...

SLEPc
 Referenced in 121 articles
[sw00875]
 other related problems such as the singular value decomposition or the quadratic eigenvalue problem...

impute
 Referenced in 80 articles
[sw14376]
 implemented and evaluated three methods: a Singular Value Decomposition (SVD) based method (SVDimpute), weighted...

PROPACK
 Referenced in 79 articles
[sw04019]
 functions for computing the singular value decomposition of large and sparse or structured matrices...

NAPACK
 Referenced in 68 articles
[sw11666]
 minimization, to compute eigenvalues, eigenvectors, the singular value decomposition, or the QR decomposition. The package...

svdpack
 Referenced in 60 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 32 articles
[sw14255]
 decompositions: canonical polyadic decomposition (CPD), multilinear singular value decomposition (MLSVD), block term decompositions...

Chebfun2
 Referenced in 23 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 15 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 17 articles
[sw04407]
 approximations based on traditional decompositions, like the singular value and QR decompositions...

CULA
 Referenced in 9 articles
[sw12745]
 results from factorizations such as LU decomposition, singular value decomposition and QR decomposition along with...

UTV
 Referenced in 195 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...

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 8 articles
[sw10199]
 Furthermore, functions are available for fast singular value decomposition, for computing the pseudoinverse...

irlba
 Referenced in 5 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...

TKPSVD
 Referenced in 7 articles
[sw28028]
 propose the tensor Kronecker product singular value decomposition (TKPSVD) that decomposes a real...

Algorithm 971
 Referenced in 6 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...

RSVDPACK
 Referenced in 4 articles
[sw13832]
 RSVDPACK: subroutines for computing partial singular value decompositions via randomized sampling on single core, multi ... randomized algorithms for computing partial Singular Value Decompositions (SVDs). The techniques largely follow the prescriptions...