
msgl
 Referenced in 10 articles
[sw26552]
 package msgl: Multinomial Sparse Group Lasso. Multinomial logistic regression with sparse group lasso penalty. Simultaneous ... many classes. The algorithm computes the sparse group lasso penalized maximum likelihood estimate...

CHiLasso
 Referenced in 4 articles
[sw25234]
 HiLasso: a collaborative hierarchical sparse modeling framework. Sparse modeling is a powerful framework for data ... linear regression problem, commonly referred to as Lasso or Basis Pursuit. In this work ... blocksparsity property of the Group Lasso, where sparse groups of features are jointly encoded ... hierarchically structured. This results in the Hierarchical Lasso (HiLasso), which shows important practical advantages...

SGLSVM
 Referenced in 1 article
[sw34146]
 classification via support vector machine with sparse group lasso. At present, with the indepth ... particular, the sparse characteristics of gene expression data within and between groups. Therefore, this paper ... method of tumor classification  sparse group lasso (least absolute shrinkage and selection operator) and support ... rank sum test. Secondly, using a sparse group lasso for further selection, and finally...

scalpel
 Referenced in 2 articles
[sw19378]
 corresponding activity over time, using a sparse group lasso optimization problem. We apply our proposal...

SPAMS
 Referenced in 1 article
[sw32070]
 structured sparse decomposition problems (l1/l2, l1/linf, sparse group lasso, treestructured regularization, structured sparsity with...

Groupyr
 Referenced in 1 article
[sw37592]
 Groupyr: Sparse Group Lasso in Python. Groupyr is a Python library for penalized regression...

Glmnet
 Referenced in 9 articles
[sw25026]
 efficient procedures for fitting the entire lasso or elasticnet path for linear regression, logistic ... fold crossvalidation; extensive options such as sparse inputmatrix formats and range constraints ... additions are the multiresponse gaussian, and the grouped multinomial...

EBglmnet
 Referenced in 2 articles
[sw15564]
 selection and effect estimation. Key features include sparse variable selection and effect estimation via generalized ... package outperforms other popular methods such as lasso and elastic net methods in terms ... false discovery rate, and power of detecting grouping effects...

JGL
 Referenced in 1 article
[sw27159]
 generalized method for estimating Gaussian graphical models/ sparse inverse covariance matrices/ biological networks on multiple ... under two penalty functions: The Fused Graphical Lasso (FGL), which employs a fused penalty ... similar across classes, and the Group Graphical Lasso (GGL), which encourages similar network structure between...

SpaRSA
 Referenced in 3 articles
[sw20467]
 SpaRSA: Sparse Reconstruction by Separable Approximation. Finding sparse approximate solutions to large underdetermined linear systems ... least absolute shrinkage and selection operator (LASSO), waveletbased deconvolution and reconstruction, and compressed sensing ... regularizers, such as an 1norm and groupseparable regularizers. It also generalizes immediately...

hsm
 Referenced in 0 articles
[sw15371]
 solving the proximal function of latent group Lasso, highlighted by decomposing a DAG into several ... Bien (2015) ”Hierarchical Sparse Modeling: A Choice of Two Regularizers...

CSDP
 Referenced in 200 articles
[sw00169]
 CSDP, A C Library for Semidefinite Programming. This...

LSQR
 Referenced in 367 articles
[sw00530]
 Algorithm 583: LSQR: Sparse Linear Equations and Least...

MapReduce
 Referenced in 251 articles
[sw00546]
 MapReduce is a new parallel programming model initially...

Matlab
 Referenced in 12309 articles
[sw00558]
 MATLAB® is a highlevel language and interactive...

mclust
 Referenced in 260 articles
[sw00563]
 R package mclust: Normal Mixture Modeling for Model...

Octave
 Referenced in 288 articles
[sw00646]
 GNU Octave is a highlevel language, primarily...

R
 Referenced in 8601 articles
[sw00771]
 R is a language and environment for statistical...

QUADPACK
 Referenced in 250 articles
[sw01236]
 Fortran subprograms for evaluating definite integrals of functions...

OSCAR
 Referenced in 47 articles
[sw03026]
 Simultaneous regression shrinkage, variable selection, and supervised clustering...