
glmnet
 Referenced in 446 articles
[sw08159]
 grouped multinomial. The algorithm uses cyclical coordinate descent in a pathwise fashion, as described...

glasso
 Referenced in 369 articles
[sw07432]
 glasso, that also operate by blockcoordinate descent, where Θ is the optimization target ... particular different approaches to solving their coordinate subproblems. We conclude that dpglasso...

sparsenet
 Referenced in 73 articles
[sw19133]
 package SparseNet: coordinate descent with nonconvex penalties. We address the problem of sparse selection ... finding good solutions. We pursue a coordinatedescent approach for optimization, and study its convergence...

SDBOX
 Referenced in 25 articles
[sw05137]
 coordinate directions. Whenever a “suitable” descent feasible coordinate direction is detected a new point...

QICD
 Referenced in 10 articles
[sw19679]
 Algorithm. Extremely fast algorithm ”QICD”, Iterative Coordinate Descent Algorithm for Highdimensional Nonconvex Penalized Quantile ... Regression. This algorithm combines the coordinate descent algorithm in the inner iteration with the majorization...

Glmnet
 Referenced in 7 articles
[sw25026]
 Features include: high efficiency by using coordinate descent with warm starts and active set iterations...

cmenet
 Referenced in 7 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 (LLACD) and adaptive rescaling algorithms...

APPLE
 Referenced in 4 articles
[sw13354]
 modified predictorcorrector method and the coordinatedescent 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...

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

dglars
 Referenced in 2 articles
[sw23497]
 efficient predictorcorrector or a cyclic coordinate descent algorithm, as described in the paper linked...

cqrReg
 Referenced in 2 articles
[sw21332]
 multipliers (ADMM), majorizeminimization (MM), and coordinate descent (CD) algorithms. Our new approaches address...

QPsimplex
 Referenced in 2 articles
[sw31751]
 perspective reformulation lends itself to simple coordinate descent and bisection algorithms utilizing the simplex method...

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

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

clogitL1
 Referenced in 1 article
[sw24385]
 elastic net penalties. Uses cyclic coordinate descent and warm starts to compute the entire path...

SPAMS
 Referenced in 1 article
[sw32070]
 Solving sparse decomposition problems with LARS, coordinate descent, OMP, SOMP, proximal methods; Solving structured sparse...

CatReg
 Referenced in 1 article
[sw33924]
 Solutions are computed by cyclical blockcoordinate descent, iterating an innovative dynamic programming algorithm...

coxnet
 Referenced in 1 article
[sw13712]
 penalties. The package uses onestep coordinate descent algorithm and runs extremely fast by taking...