
JIVE
 Referenced in 22 articles
[sw09511]
 joint variation across data types, lowrank approximations for structured variation individual to each data...

UQLab
 Referenced in 43 articles
[sw19740]
 modelling, a.k.a. Kriging, lowrank tensor approximations), rare event estimation (structural reliability), global sensitivity analysis...

IDENT
 Referenced in 3 articles
[sw30329]
 invariant systems of bounded complexity and the approximation criterion is the minimum of a weighted ... solved as a mosaicHankel structured lowrank approximation problem.Additional nonstandard features of the software...

LOBPCG
 Referenced in 33 articles
[sw09638]
 Preconditioned lowrank methods for highdimensional elliptic PDE eigenvalue problems. We consider elliptic ... eigenvalue problem Ax=λx exhibits Kronecker product structure. In particular, we are concerned with ... addressed by approximating the desired solution vector x in a lowrank tensor format...

ProxSDP
 Referenced in 4 articles
[sw41321]
 Exploiting lowrank structure in semidefinite programming by approximate operator splitting. In contrast to many ... lowrank property inherent to several semidefinite programming problems. Exploiting the lowrank structure provides...

NLEIGS
 Referenced in 34 articles
[sw22547]
 generalized eigenvalue problem with special structure. This structure is particularly suited for the rational Krylov ... target set, and it also features lowrank approximation techniques for increased computational efficiency. Small...

HiCMA
 Referenced in 1 article
[sw30064]
 rank offdiagonal tile structure. Numerical lowrank approximations have demonstrated attractive theoretical bounds, both...

TuckerMPI
 Referenced in 3 articles
[sw27856]
 goal is compression of massivescale gridstructured data, such as the multiterabyte output ... result is a lowrank approximation of the original tensorstructured data. Compression efficiency...

Colibri
 Referenced in 9 articles
[sw12043]
 large static and dynamic graphs. Lowrank approximations of the adjacency matrix of a graph ... desirable to track the lowrank structure as the graph evolves over time, efficiently...

PNKHB
 Referenced in 4 articles
[sw40451]
 consistency with the lowrank approximation of the Hessian on the Krylov subspace. This renders ... interior point method effectively exploits the lowrank structure, its computational cost only scales linearly ... active set into the Hessian approximation. We prove the global convergence to a stationary point...

HODLRlib
 Referenced in 4 articles
[sw32777]
 complexity(for matrices that resemble a HODLR structure). The solver has also been extended ... original articles[1][2]. Lowrank approximation of the appropriate blocks are obtained using...

MSCRA_rankmin
 Referenced in 3 articles
[sw37064]
 structured lowrank matrix recovery problem which can be modeled as a structured rank minimization ... reduction of the error and approximate rank bounds of the first stage convex relaxation ... Numerical experiments are conducted for some structured lowrank matrix recovery examples to confirm...

BTTSoftImpute
 Referenced in 1 article
[sw34805]
 data based on a lowrank tensor approximation technique called the block tensor train ... matrices is performed based on a lowrank BTT decomposition, by which storage and time ... scale data matrices admitting a lowrank tensor structure. An iterative softthresholding algorithm...

AMD
 Referenced in 61 articles
[sw00039]
 Algorithm 837: AMD is a set of routines...

ARMS
 Referenced in 68 articles
[sw00048]
 ARMS: an algebraic recursive multilevel solver for general...

ATLAS
 Referenced in 199 articles
[sw00056]
 This paper describes the Automatically Tuned Linear Algebra...

DEA
 Referenced in 246 articles
[sw00194]
 Data Envelopment Analysis (DEA) is becoming an increasingly...

Expokit
 Referenced in 200 articles
[sw00258]
 Expokit provides a set of routines aimed at...

Gmsh
 Referenced in 783 articles
[sw00366]
 Gmsh is a 3D finite element grid generator...