• JIVE

  • Referenced in 22 articles [sw09511]
  • joint variation across data types, low-rank approximations for structured variation individual to each data...
  • UQLab

  • Referenced in 43 articles [sw19740]
  • modelling, a.k.a. Kriging, low-rank 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 mosaic-Hankel structured low-rank approximation problem.Additional nonstandard features of the software...
  • LOBPCG

  • Referenced in 33 articles [sw09638]
  • Preconditioned low-rank methods for high-dimensional 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 low-rank tensor format...
  • ProxSDP

  • Referenced in 4 articles [sw41321]
  • Exploiting low-rank structure in semidefinite programming by approximate operator splitting. In contrast to many ... low-rank property inherent to several semidefinite programming problems. Exploiting the low-rank 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 low-rank approximation techniques for increased computational efficiency. Small...
  • HiCMA

  • Referenced in 1 article [sw30064]
  • rank off-diagonal tile structure. Numerical low-rank approximations have demonstrated attractive theoretical bounds, both...
  • TuckerMPI

  • Referenced in 3 articles [sw27856]
  • goal is compression of massive-scale grid-structured data, such as the multi-terabyte output ... result is a low-rank approximation of the original tensor-structured data. Compression efficiency...
  • Colibri

  • Referenced in 9 articles [sw12043]
  • large static and dynamic graphs. Low-rank approximations of the adjacency matrix of a graph ... desirable to track the low-rank structure as the graph evolves over time, efficiently...
  • PNKH-B

  • Referenced in 4 articles [sw40451]
  • consistency with the low-rank approximation of the Hessian on the Krylov subspace. This renders ... interior point method effectively exploits the low-rank 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]. Low-rank approximation of the appropriate blocks are obtained using...
  • MSCRA_rankmin

  • Referenced in 3 articles [sw37064]
  • structured low-rank 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 low-rank matrix recovery examples to confirm...
  • BTTSoftImpute

  • Referenced in 1 article [sw34805]
  • data based on a low-rank tensor approximation technique called the block tensor train ... matrices is performed based on a low-rank BTT decomposition, by which storage and time ... scale data matrices admitting a low-rank tensor structure. An iterative soft-thresholding 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...