
SVMTorch
 Referenced in 62 articles
[sw12121]
 examples. In this paper, we propose a decomposition algorithm, SVMTorch, which is similar ... convergence of the decomposition method for support vector machines (Tech. Rep.). National Taiwan University...

TensorToolbox
 Referenced in 84 articles
[sw04185]
 mathematical operations, including those typical to tensor decomposition algorithms. Second, we study factored tensors, which...

PARAMESH
 Referenced in 81 articles
[sw00677]
 effort, it can operate as a domain decomposition tool for users who want to parallelize...

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

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

Aztec
 Referenced in 79 articles
[sw12817]
 Seidel, leastsquares polynomials, and overlapping domain decomposition using sparse LU, ILU, ILUT, BILU...

GL(n)pack
 Referenced in 72 articles
[sw13116]
 package allows one to find the Iwasawa decomposition of a given nonsingular...

SuperLUDIST
 Referenced in 69 articles
[sw00002]
 library routines will perform an LU decomposition with partial pivoting and triangular system solves through...

Gensys
 Referenced in 69 articles
[sw26837]
 methods are based on matrix eigenvalue decompositions...

REVE
 Referenced in 67 articles
[sw28907]
 incremental termination method based on recursive decomposition ordering which constructs the termination proof step...

GPDT
 Referenced in 40 articles
[sw04803]
 introduced. The software implements an iterative decomposition technique and exploits both the storage ... distributing the heaviest computational tasks of each decomposition iteration. Based on a wide range ... recent theoretical advances, relevant decomposition issues, such as the quadratic subproblem solution, the gradient updating...

svdpack
 Referenced in 59 articles
[sw04819]
 iterative) methods for computing the singular value decomposition (SVD) of large sparse matrices using double...

RegularChains
 Referenced in 58 articles
[sw00796]
 zerodivisors and parameters. This permits triangular decomposition of polynomial equations...

ACCPM
 Referenced in 58 articles
[sw06707]
 optimality (as is the case in classical decomposition approaches), ACCPM looks for an analytic center...

primdec
 Referenced in 57 articles
[sw10977]
 Singular library for computing the primary decomposition and radical of ideals. primdec.lib...

refund
 Referenced in 28 articles
[sw07434]
 functions and other quantities derived from FPC decompositions; however these objects are unknown in practice ... estimates by accounting for uncertainty in FPC decompositions. Additionally, pointwise and simultaneous confidence intervals that ... account for both model and decompositionbased variability are constructed. Standard mixed model representations ... estimates and variances conditional on a specific decomposition. Iterated expectation and variance formulas combine model...

Tensorlab
 Referenced in 30 articles
[sw14255]
 dense, sparse and incomplete data sets, tensor decompositions: canonical polyadic decomposition (CPD), multilinear singular value ... decomposition (MLSVD), block term decompositions (BTD) and low multilinear rank approximation (LMLRA), complex optimization: quasi...

Armadillo
 Referenced in 51 articles
[sw05863]
 trigonometric and statistics functions. Various matrix decompositions are provided through optional integration with LAPACK...

BiCG
 Referenced in 34 articles
[sw00076]
 effective solver for three fields domain decomposition method in parallel environments After applying the substructuring ... system stemming from the three fields domain decomposition method for elliptic boundary value problems...

RcppArmadillo
 Referenced in 45 articles
[sw09313]
 trigonometric and statistics functions. Various matrix decompositions are provided through optional integration with LAPACK...