• glmnet

  • Referenced in 482 articles [sw08159]
  • grouped multinomial. The algorithm uses cyclical coordinate descent in a pathwise fashion, as described...
  • glasso

  • Referenced in 399 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 80 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 27 articles [sw05137]
  • coordinate directions. Whenever a “suitable” descent feasible coordinate direction is detected a new point...
  • QICD

  • Referenced in 12 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...
  • DFBOX_IMPR

  • Referenced in 18 articles [sw36996]
  • coordinate directions. Whenever a “suitable” descent feasible coordinate direction is detected a new point...
  • L0Learn

  • Referenced in 10 articles [sw36841]
  • selection). The algorithms are based on coordinate descent and local combinatorial search. For more details...
  • Glmnet

  • Referenced in 9 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 4 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...
  • APPLE

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

  • Referenced in 4 articles [sw20527]
  • models with elastic net penalty by coordinate descent. Supported model families include cumulative probability, stopping...
  • QPsimplex

  • Referenced in 4 articles [sw31751]
  • perspective reformulation lends itself to simple coordinate descent and bisection algorithms utilizing the simplex method...
  • 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...
  • 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...
  • CDLasso

  • Referenced in 1 article [sw36817]
  • package CDLasso: Coordinate Descent Algorithms for Lasso Penalized L1, L2, and Logistic Regression. Coordinate Descent...
  • ahaz

  • Referenced in 1 article [sw24684]
  • Coordinate Descent Methods for the Penalized Semiparametric Additive Hazards Model...