scientific article; zbMATH DE number 6276136
From MaRDI portal
Publication:5405145
zbMath1283.62148arXiv1108.3829MaRDI QIDQ5405145
Publication date: 1 April 2014
Full work available at URL: https://arxiv.org/abs/1108.3829
Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.
sparsityGaussian graphical modelsconcentration graphgraphical lassosparse inverse covariance selectiongraph connected componentslarge scale covariance estimation
Ridge regression; shrinkage estimators (Lasso) (62J07) Applications of graph theory (05C90) Learning and adaptive systems in artificial intelligence (68T05)
Related Items
The cluster graphical Lasso for improved estimation of Gaussian graphical models, Estimating large covariance matrix with network topology for high-dimensional biomedical data, Dependence modelling in ultra high dimensions with vine copulas and the graphical Lasso, Bayesian analysis of nonparanormal graphical models using rank-likelihood, Incorporating grouping information into Bayesian Gaussian graphical model selection, Block-diagonal precision matrix regularization for ultra-high dimensional data, Computationally Efficient Learning of Gaussian Linear Structural Equation Models with Equal Error Variances, Consensus graph learning for auto-weighted multi-view projection clustering, Certifiably optimal sparse inverse covariance estimation, The graphical lasso: new insights and alternatives, On the existence of the weighted bridge penalized Gaussian likelihood precision matrix estimator, Graphical lassos for meta‐elliptical distributions, A scalable sparse Cholesky based approach for learning high-dimensional covariance matrices in ordered data, Block-Diagonal Covariance Selection for High-Dimensional Gaussian Graphical Models, Weak signals in high‐dimensional regression: Detection, estimation and prediction, Functional Graphical Models, A Multilevel Framework for Sparse Optimization with Application to Inverse Covariance Estimation and Logistic Regression, Unnamed Item, Fused Multiple Graphical Lasso, Unnamed Item
