
SDPT3
 Referenced in 707 articles
[sw04009]
 structure are exploited. We also exploit lowrank structures in the constraint matrices associated...

UTV
 Referenced in 272 articles
[sw05213]
 Expansin pack: Specialpurpose rankrevealing algorithms. This collection of Matlab 7.0 software supplements ... includes implementations of specialpurpose rankrevealing algorithms developed since the publication of the original ... provide algorithms for computing and modifying symmetric rankrevealing VSV decompositions, we expand the algorithms ... handle interferencetype problems with a rankdeficient covariance matrix, and we provide a robust...

SVMlight
 Referenced in 268 articles
[sw04076]
 problem of learning a ranking function. The optimization algorithms used in SVMlight are described ... this version is an algorithm for learning ranking functions [Joachims, 2002c]. The goal ... objects as accurately as possible. Such ranking problems naturally occur in applications like search engines...

ScaLAPACK
 Referenced in 421 articles
[sw00830]
 Cholesky factorization, matrix inversion, fullrank linear least squares problems, orthogonal and generalized orthogonal factorizations...

SDPLR
 Referenced in 148 articles
[sw04745]
 based on the idea of lowrank factorization. A specialized version of SDPLR is also ... Programming Algorithm for Semidefinite Programs via Lowrank Factorization” written by S. Burer and R.D.C...

CPnets
 Referenced in 138 articles
[sw01374]
 nets, and how to merge these subrankings derived from the chain CPnets ... generate the preference ranking of the treestructured CPnet. At last, the corresponding analysis...

TensorToolbox
 Referenced in 186 articles
[sw04185]
 expressed as the sum of rank1 tensors. We are interested in the case where...

VisualUTA
 Referenced in 112 articles
[sw16231]
 Ordinal regression revisited: multiple criteria ranking with a set of additive value functions. VisualUTA ... method for multiple criteria ranking of alternatives from set A using a set of additive ... necessary (strong) and a possible (weak) ranking of alternatives from A, being, respectively, a partial...

Manopt
 Referenced in 125 articles
[sw08493]
 manifolds is wellsuited to deal with rank and orthogonality constraints. Such structured constraints appear ... pervasively in machine learning applications, including lowrank matrix completion, sensor network localization, camera network...

VGAM
 Referenced in 110 articles
[sw04490]
 additive models, and associated models (ReducedRank VGLMs, Quadratic RRVGLMs, ReducedRank VGAMs). This...

MADM
 Referenced in 134 articles
[sw06484]
 Rangiranje (VIKOR), Data Envelopment Analysis (DEA), Preference Ranking METHod for Enrichment Evaluations (PROMETHEE), ELimination...

ELECTRE
 Referenced in 130 articles
[sw02971]
 according to the three main problematics: choosing, ranking and sorting. The fourth section presents...

CMAES
 Referenced in 124 articles
[sw05063]
 underlying objective function are made. Only the ranking between candidate solutions is exploited for learning...

Tensorlab
 Referenced in 77 articles
[sw14255]
 block term decompositions (BTD) and low multilinear rank approximation (LMLRA), complex optimization: quasiNewton ... cumulants, tensor visualization, estimating a tensor’s rank or multilinear rank...

FRK
 Referenced in 119 articles
[sw19172]
 package FRK. Fixed Rank Kriging is a tool for spatial/spatiotemporal modelling and prediction with large...

OSL
 Referenced in 107 articles
[sw09295]
 than those assumed in simplex implementations. Severe rank deficiency must also be accommodated, making...

HypE
 Referenced in 88 articles
[sw19794]
 values are important, but rather that the rankings of solutions induced by the hypervolume indicator...

SDPNAL+
 Referenced in 63 articles
[sw13239]
 solve large scale SDPs arising from rank1 tensor approximation problems constructed ... largest rank1 tensor approximation problem we solved (in about 14.5 h) is nonsym...

testmatrix
 Referenced in 85 articles
[sw14347]
 inverses or known eigenvalues; illconditioned or rank deficient matrices; and symmetric, positive definite, orthogonal...

softImpute
 Referenced in 83 articles
[sw12263]
 columns or both, and for computing lowrank SVDs on large sparse centered matrices...