• glmnet

  • Referenced in 426 articles [sw08159]
  • grouped multinomial. The algorithm uses cyclical coordinate descent in a pathwise fashion, as described...
  • glasso

  • Referenced in 353 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 71 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 10 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...
  • SDBOX

  • Referenced in 25 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...
  • SALES

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

  • Referenced in 2 articles [sw21332]
  • ADMM), majorize-minimization (MM), and coordinate descent (CD) algorithms. Our new approaches address the lack...
  • QPsimplex

  • Referenced in 2 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...
  • discretecdAlgorithm

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

  • Referenced in 7 articles [sw21048]
  • method called cmenet, which employs coordinate descent and two principles called CME coupling and reduction ... gene activation behavior. Efficient implementations of our algorithms are available in the R package cmenet...
  • flm

  • Referenced in 1 article [sw28185]
  • fast algorithm for computing the estimators, which is based on a functional coordinate descent...
  • outliernmf

  • Referenced in 0 articles [sw18395]
  • data. Our iterative algorithm TONMF is based on block coordinate descent (BCD) framework. We define...
  • SearchFill

  • Referenced in 1 article [sw26745]
  • overlap, thus avoiding local minima. Once the algorithm has targeted a point with low overlap ... method works as a steepest descent optimization. Our method, with only two free parameters ... able to detect the correct number and coordinates of vacancies in a wide spectrum...