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stat.ML2015★ 123 cited
BDgraph: An R Package for Bayesian Structure Learning in Graphical Models
Reza Mohammadi, Ernst C. Wit
Graphical models provide powerful tools to uncover complicated patterns in multivariate data and are commonly used in Bayesian statistics and machine learning. In this paper, we in…
stat.ML2013★ 11 cited
High dimensional Sparse Gaussian Graphical Mixture Model
Anani Lotsi, Ernst Wit
This paper considers the problem of networks reconstruction from heterogeneous data using a Gaussian Graphical Mixture Model (GGMM). It is well known that parameter estimation in t…