
glmnet
 Referenced in 559 articles
[sw08159]
 glmnet: Lasso and elasticnet regularized generalized linear models. Extremely efficient procedures for fitting ... elasticnet regularization path for linear regression, logistic and multinomial regression models, poisson regression...

glasso
 Referenced in 456 articles
[sw07432]
 undirected Gaussian graphical model, using ℓ 1 regularization to control the number of zeros ... efficiently build a path of models for different values of the tuning parameter. Convergence...

mclust
 Referenced in 308 articles
[sw00563]
 algorithm for ModelBased Clustering, Classification, and Density Estimation, including Bayesian regularization...

RMMEDA
 Referenced in 38 articles
[sw08554]
 MEDA: A Regularity ModelBased Multiobjective Estimation of Distribution Algorithm. Under mild conditions ... this regularity property, we propose a regularity modelbased multiobjective estimation of distribution algorithm...

PDDECONT
 Referenced in 30 articles
[sw08419]
 continuous symmetry), a highdimensional traffic model, a (regularized) nonsmooth model for chattering...

LFRtoolbox
 Referenced in 28 articles
[sw04756]
 descriptions: continuous and discretetime uncertain models, regular and singular parametric expressions, more general uncertainty...

BartPy
 Referenced in 83 articles
[sw40584]
 trees” model where each tree is constrained by a regularization prior to be a weak ... particular, BART is defined by a statistical model: a prior and a likelihood. This approach...

DeepAdverserialRegulariser
 Referenced in 16 articles
[sw42064]
 Adversarial Regularizers in Inverse Problems. Inverse Problems in medical imaging and computer vision are traditionally ... modelbased methods. Among those variational regularization models are one of the most popular approaches ... problems, using a neural network as a regularization functional. The network learns to discriminate between...

CONTSID
 Referenced in 36 articles
[sw14945]
 transfer function and statespace model identification directly from regularly or irregularly timedomain sampled ... determination of a discretetime (DT) model. The motivation for developing the CONTSID toolbox...

LowRankModels
 Referenced in 37 articles
[sw27002]
 rank matrix, and include many well known models in data analysis, such as principal components ... match loss functions and regularizers to construct a model suitable for a particular data...

BayesTree
 Referenced in 64 articles
[sw07995]
 trees” model where each tree is constrained by a regularization prior to be a weak ... particular, BART is defined by a statistical model: a prior and a likelihood. This approach...

Bolasso
 Referenced in 29 articles
[sw31649]
 Bolasso: model consistent Lasso estimation through the bootstrap. We consider the leastsquare linear regression ... problem with regularization by the l1norm, a problem usually referred to as the Lasso ... analysis of model consistency of the Lasso. For various decays of the regularization parameter...

LASSO
 Referenced in 33 articles
[sw02850]
 constraint in the regularization step. Starting from linear models, the idea of LASSO  using...

glmpath
 Referenced in 9 articles
[sw13713]
 package glmpath: L1 Regularization Path for Generalized Linear Models and Cox Proportional Hazards Model ... pathfollowing algorithm for L1 regularized generalized linear models and Cox proportional hazards model...

gamsel
 Referenced in 22 articles
[sw19132]
 package gamsel: Fit Regularization Path for Generalized Additive Models. Using overlap grouped lasso penalties, gamsel ... variable). It fits the entire regularization path on a grid of values for the overall...

DiVinE
 Referenced in 56 articles
[sw04130]
 DIVINE is a tool for LTL model checking and reachability analysis of discrete distributed systems ... systems that can be handled with regular sequential tools...

CAESAR_SOLVE
 Referenced in 14 articles
[sw10194]
 equivalence relations, onthefly model checking of regular alternationfree modal μcalculus...

phase_field_composites
 Referenced in 13 articles
[sw39196]
 variable phasefield/gradient damage model, able to regularize Griffith’s isotropic brittle fracture problem ... mechanisms are present as well as to model anisotropic fracture phenomena. In this first work...

gvcm.cat
 Referenced in 8 articles
[sw13420]
 Effects in GLMs. Generalized structured regression models with regularized categorical effects, categorical effect modifiers, continuous...

fdaPDE
 Referenced in 6 articles
[sw21040]
 Regularizations. An implementation of regression models with partial differential regularizations, making use of the Finite ... incorporated in the model via the differential regularization...