• glmnet

  • Referenced in 559 articles [sw08159]
  • glmnet: Lasso and elastic-net regularized generalized linear models. Extremely efficient procedures for fitting ... elastic-net 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 Model-Based Clustering, Classification, and Density Estimation, including Bayesian regularization...
  • RM-MEDA

  • Referenced in 38 articles [sw08554]
  • MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm. Under mild conditions ... this regularity property, we propose a regularity model-based multiobjective estimation of distribution algorithm...
  • PDDE-CONT

  • Referenced in 30 articles [sw08419]
  • continuous symmetry), a high-dimensional traffic model, a (regularized) nonsmooth model for chattering...
  • LFR-toolbox

  • Referenced in 28 articles [sw04756]
  • descriptions: continuous- and discrete-time 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 ... model-based 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 state-space model identification directly from regularly or irregularly time-domain sampled ... determination of a discrete-time (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 least-square linear regression ... problem with regularization by the l1-norm, 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 ... path-following 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, on-the-fly model checking of regular alternation-free modal μ-calculus...
  • phase_field_composites

  • Referenced in 13 articles [sw39196]
  • variable phase-field/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...