• BADMM

  • Referenced in 23 articles [sw20288]
  • Bregman Alternating Direction Method of Multipliers. The mirror descent algorithm (MDA) generalizes gradient descent ... this paper, we similarly generalize the alternating direction method of multipliers (ADMM) to Bregman ADMM...
  • HOGWILD

  • Referenced in 50 articles [sw28396]
  • Parallelizing Stochastic Gradient Descent. Stochastic Gradient Descent (SGD) is a popular algorithm that can achieve ... associated optimization problem is sparse, meaning most gradient updates only modify small parts ... convergence. We demonstrate experimentally that HOGWILD! outperforms alternative schemes that use locking by an order...
  • DFacTo

  • Referenced in 6 articles [sw31258]
  • significantly speeding up Alternating Least Squares (ALS) and Gradient Descent (GD), two widely used algorithms...
  • libFM

  • Referenced in 1 article [sw29652]
  • factorization machines that features stochastic gradient descent (SGD) and alternating least squares (ALS) optimization...
  • TerpreT

  • Referenced in 2 articles [sw29483]
  • machine learning techniques relative to traditional alternatives, such as those based on constraint solving from ... back-ends. These are based on gradient descent, linear program (LP) relaxations for graphical models ... alternative inference algorithms. Our key empirical finding is that constraint solvers dominate the gradient descent...
  • ADMM-Softmax

  • Referenced in 1 article [sw32744]
  • logistic regression. We present ADMM-Softmax, an alternating direction method of multipliers (ADMM) for solving ... quasi Newton, and a stochastic gradient descent method...
  • ATLAS

  • Referenced in 197 articles [sw00056]
  • This paper describes the Automatically Tuned Linear Algebra...
  • BARON

  • Referenced in 311 articles [sw00066]
  • BARON is a computational system for solving nonconvex...
  • CSDP

  • Referenced in 197 articles [sw00169]
  • CSDP, A C Library for Semidefinite Programming. This...
  • GAP

  • Referenced in 2850 articles [sw00320]
  • GAP is a system for computational discrete algebra...
  • glsurf

  • Referenced in 3 articles [sw00361]
  • We describe an interactive surface visualization tool implemented...
  • LANCELOT

  • Referenced in 297 articles [sw00500]
  • LANCELOT. A Fortran package for large-scale nonlinear...
  • LAPACK

  • Referenced in 1626 articles [sw00503]
  • LAPACK is written in Fortran 90 and provides...
  • LSQR

  • Referenced in 358 articles [sw00530]
  • Algorithm 583: LSQR: Sparse Linear Equations and Least...
  • Macaulay2

  • Referenced in 1658 articles [sw00537]
  • Macaulay2 is a software system devoted to supporting...
  • Maple

  • Referenced in 5040 articles [sw00545]
  • The result of over 30 years of cutting...
  • Mathematica

  • Referenced in 5883 articles [sw00554]
  • Almost any workflow involves computing results, and that...
  • Matlab

  • Referenced in 12074 articles [sw00558]
  • MATLAB® is a high-level language and interactive...
  • MuPAD

  • Referenced in 137 articles [sw00606]
  • MuPAD consists of a powerful symbolic engine, a...
  • NAG

  • Referenced in 417 articles [sw00610]
  • Produced by experts for use in a variety...