Generalized Information Criteria for Structured Sparse Models

Eduardo F. Mendes, Gabriel J. P. Pinto

Regularized m-estimators are widely used due to their ability of recovering a low-dimensional model in high-dimensional scenarios. Some recent efforts on this subject focused on cr…