714 citations · 996 across the 10 of their papers we have counts for
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math.ST2010★ 714 cited
Extended Bayesian Information Criteria for Gaussian Graphical Models
Rina Foygel, Mathias Drton
Gaussian graphical models with sparsity in the inverse covariance matrix are of significant interest in many modern applications. For the problem of recovering the graphical struct…
stat.ML2010★ 24 cited
Exact block-wise optimization in group lasso and sparse group lasso for linear regression
Rina Foygel, Mathias Drton
The group lasso is a penalized regression method, used in regression problems where the covariates are partitioned into groups to promote sparsity at the group level. Existing meth…