Learning to Discover Sparse Graphical Models

Eugene Belilovsky, Kyle Kastner, Gaël Varoquaux, Matthew B. Blaschko

Abstract: We consider structure discovery of undirected graphical models from observational data. Inferring likely structures from few examples is a complex task often requiring the formulation of priors and...