
flare
 Referenced in 19 articles
[sw12406]
 these Lasso variants to sparse Gaussian graphical model estimation including TIGER and CLIME using either ... computation is memoryoptimized using the sparse matrix output...

BDgraph
 Referenced in 12 articles
[sw14815]
 Bayesian structure learning in sparse Gaussian graphical models. Decoding complex relationships among large numbers...

camel
 Referenced in 10 articles
[sw14318]
 Tiger, Calibrated Clime for estimating sparse Gaussian graphical models. We adopt the combination ... computation is memoryoptimized using the sparse matrix output, and accelerated by the path following...

JGL
 Referenced in 1 article
[sw27159]
 Lasso for Sparse Inverse Covariance Estimation on Multiple Classes. The Joint Graphical Lasso ... generalized method for estimating Gaussian graphical models/ sparse inverse covariance matrices/ biological networks on multiple...

SIMULE
 Referenced in 1 article
[sw23083]
 approach for estimating multiple Sparse Gaussian or Nonparanormal Graphical Models”, Machine Learning Journal...

mixggm
 Referenced in 1 article
[sw31614]
 Models. Mixtures of Gaussian graphical models for modelbased clustering with sparse covariance and concentration...

ROCKET
 Referenced in 11 articles
[sw30016]
 model, which generalizes Gaussian and nonparanormal graphical models. We propose ROCKET, a novel procedure ... under mild assumptions, without relying on oracle model selection results. ROCKET requires the same number ... precision matrix under a Gaussian model. Hence, it is an optimal estimator under a much ... hinges on a tight control of the sparse spectral norm of the nonparametric Kendall...

hglasso
 Referenced in 10 articles
[sw11202]
 penalty in order to learn a sparse graph in the highdimensional setting. However ... three widely used probabilistic graphical models: the Gaussian graphical model, the covariance graph model...

FBFsearch
 Referenced in 1 article
[sw15383]
 searching the space of Gaussian directed acyclic graphical models when the variables are assumed ... thus it is suitable for learning sparse graphs. The algorithm is implemented in C++ using...

SparseTSCGM
 Referenced in 1 article
[sw15374]
 sparse autoregressive coefficient and precision matrices for time series chain graphical models(TSCGM). These models ... effeicient way of simultaneously dealing with Gaussian graphical models (undirected graphs for instantaneous interactions...

Libra
 Referenced in 0 articles
[sw14827]
 sparse models in statistics, including linear regression, logistic regres sion, and several graphical models (Gaussian...

nsiGGM
 Referenced in 1 article
[sw22173]
 novel statistical framework for fitting joint Gaussian graphical model simultaneously with informative pathways consistently expressed ... structured inputoutput lasso model, in order to estimate a sparse precision matrix constructed...

FMGaBP
 Referenced in 1 article
[sw16762]
 sparse algebraic kernels. The introduced FEM Multigrid Gaussian Belief Propagation (FMGaBP) algorithm is a novel ... that eliminates all global algebraic operations and sparse datastructures. The algorithm is based ... distributed variational inference problem on graphical models. We present new formulations for FMGaBP, which enhance...

glmie
 Referenced in 2 articles
[sw13249]
 connected undirected graphical models or Markov random fields with Gaussian and nonGaussian potentials ... matrix classes with lazy evaluation for convenient modelling. We designed the glmie package ... Large scale probabilistic classification as well as sparse linear modelling can be performed...

ADOLC
 Referenced in 242 articles
[sw00019]
 ADOLC: Automatic Differentiation of C/C++. We present...

AMD
 Referenced in 55 articles
[sw00039]
 Algorithm 837: AMD is a set of routines...

ANSYS
 Referenced in 663 articles
[sw00044]
 ANSYS offers a comprehensive software suite that spans...

ATLAS
 Referenced in 197 articles
[sw00056]
 This paper describes the Automatically Tuned Linear Algebra...

CGAL
 Referenced in 362 articles
[sw00118]
 The goal of the CGAL Open Source Project...

CoCoA
 Referenced in 634 articles
[sw00143]
 CoCoA is a system for Computations in Commutative...