• glmnet

  • Referenced in 559 articles [sw08159]
  • grouped multinomial. The algorithm uses cyclical coordinate descent in a pathwise fashion, as described...
  • glasso

  • Referenced in 456 articles [sw07432]
  • glasso, that also operate by block-coordinate descent, where Θ is the optimization target ... particular different approaches to solving their coordinate sub-problems. We conclude that dp-glasso...
  • sparsenet

  • Referenced in 89 articles [sw19133]
  • package SparseNet: coordinate descent with nonconvex penalties. We address the problem of sparse selection ... finding good solutions. We pursue a coordinate-descent approach for optimization, and study its convergence...
  • SDBOX

  • Referenced in 30 articles [sw05137]
  • coordinate directions. Whenever a “suitable” descent feasible coordinate direction is detected a new point...
  • QICD

  • Referenced in 14 articles [sw19679]
  • Algorithm. Extremely fast algorithm ”QICD”, Iterative Coordinate Descent Algorithm for High-dimensional Nonconvex Penalized Quantile ... Regression. This algorithm combines the coordinate descent algorithm in the inner iteration with the majorization...
  • L0Learn

  • Referenced in 19 articles [sw36841]
  • selection). The algorithms are based on coordinate descent and local combinatorial search. For more details...
  • DFBOX_IMPR

  • Referenced in 22 articles [sw36996]
  • coordinate directions. Whenever a “suitable” descent feasible coordinate direction is detected a new point...
  • Glmnet

  • Referenced in 11 articles [sw25026]
  • Features include: high efficiency by using coordinate descent with warm starts and active set iterations...
  • cmenet

  • Referenced in 8 articles [sw21048]
  • method called cmenet, which employs coordinate descent and two principles called CME coupling and reduction...
  • cvplogistic

  • Referenced in 5 articles [sw29394]
  • Regression Model using Majorization Minimization by Coordinate Descent (MMCD) Algorithm. The package uses majorization minimization ... coordinate descent (MMCD) algorithm to compute the solution surface for concave penalized logistic regression model ... also provides the local linear approximation by coordinate descant (LLA-CD) and adaptive rescaling algorithms...
  • ordinalNet

  • Referenced in 6 articles [sw20527]
  • models with elastic net penalty by coordinate descent. Supported model families include cumulative probability, stopping...
  • QPsimplex

  • Referenced in 5 articles [sw31751]
  • perspective reformulation lends itself to simple coordinate descent and bisection algorithms utilizing the simplex method...
  • APPLE

  • Referenced in 4 articles [sw13354]
  • modified predictor-corrector method and the coordinate-descent algorithm. APPLE is compared with several well...
  • StingyCD

  • Referenced in 2 articles [sw37122]
  • StingyCD: Safely avoiding wasteful updates in coordinate descent. Coordinate descent (CD) is a scalable...
  • cqrReg

  • Referenced in 3 articles [sw21332]
  • multipliers (ADMM), majorize-minimization (MM), and coordinate descent (CD) algorithms. Our new approaches address...
  • flm

  • Referenced in 3 articles [sw28185]
  • which is based on a functional coordinate descent, and an R package, flm, whose backend...
  • GLMNet.jl

  • Referenced in 2 articles [sw41540]
  • multinomial, and Cox models using cyclic coordinate descent. This Julia package wraps the Fortran code...
  • sglasso

  • Referenced in 2 articles [sw16715]
  • coordinate minimization (CCM) and a cyclic coordinate descent (CCD) algorithm...
  • dglars

  • Referenced in 2 articles [sw23497]
  • efficient predictor-corrector or a cyclic coordinate descent algorithm, as described in the paper linked...
  • SALES

  • Referenced in 1 article [sw31659]
  • Sparse Asymmetric Least Squares (COSALES) using Coordinate Descent and Proximal Gradient Algorithms. A coordinate descent...