• 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]
  • primal algorithms p-glasso and dp-glasso, that also operate by block-coordinate descent, where ... 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 ... convex-relaxation algorithms for finding good solutions. We pursue a coordinate-descent approach for optimization ... standardizing reparametrization that assists our pathwise algorithm. The MC+ penalty is ideally suited to this...
  • QICD

  • Referenced in 12 articles [sw19679]
  • Descent Algorithm for High-dimensional Nonconvex Penalized Quantile Regression. This algorithm combines the coordinate descent...
  • cvplogistic

  • Referenced in 4 articles [sw29394]
  • 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]
  • variable selection and parameter estimation. A new algorithm, APPLE, is proposed for calculating the Approximate ... modified predictor-corrector method and the coordinate-descent algorithm. APPLE is compared with several well...
  • L0Learn

  • Referenced in 10 articles [sw36841]
  • best subset selection). The algorithms are based on coordinate descent and local combinatorial search...
  • SDBOX

  • Referenced in 27 articles [sw05137]
  • variables are bounded. This algorithm investigates the local behaviour of the objective function ... coordinate directions. Whenever a “suitable” descent feasible coordinate direction is detected a new point ... progressively obtained during the iterates of the algorithm can be used to build an approximation...
  • dglars

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

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

  • Referenced in 1 article [sw31659]
  • Descent and Proximal Gradient Algorithms. A coordinate descent algorithm for computing the solution path...
  • DFBOX_IMPR

  • Referenced in 18 articles [sw36996]
  • variables are bounded. This algorithm investigates the local behaviour of the objective function ... coordinate directions. Whenever a “suitable” descent feasible coordinate direction is detected a new point ... progressively obtained during the iterates of the algorithm can be used to build an approximation...
  • cqrReg

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

  • Referenced in 4 articles [sw31751]
  • well-suited for branch-and-bound algorithms for the discrete counterparts of these problems ... reformulation lends itself to simple coordinate descent and bisection algorithms utilizing the simplex method...
  • sglasso

  • Referenced in 2 articles [sw16715]
  • coordinate algorithms are implemented to compute the sglasso estimator, i.e. a cyclic coordinate ... minimization (CCM) and a cyclic coordinate descent (CCD) algorithm...
  • coxnet

  • Referenced in 1 article [sw13712]
  • penalties. The package uses one-step coordinate descent algorithm and runs extremely fast by taking...
  • discretecdAlgorithm

  • Referenced in 0 articles [sw16321]
  • Structure learning of Bayesian network using coordinate-descent algorithm. This algorithm is designed for discrete...
  • StingyCD

  • Referenced in 2 articles [sw37122]
  • coordinate descent. Coordinate descent (CD) is a scalable and simple algorithm for solving many optimization...
  • CatReg

  • Referenced in 1 article [sw33924]
  • cyclical block-coordinate descent, iterating an innovative dynamic programming algorithm to compute exact solutions...
  • ccdrAlgorithm

  • Referenced in 0 articles [sw16299]
  • CCDr (Concave penalized Coordinate Descent with reparametrization) structure learning algorithm as described in Aragam ... uses sparse regularization and block-cyclic coordinate descent...