Asymptotic Theory of the Sparse Group LASSO

Benjamin Poignard

This paper proposes a general framework for penalized convex empirical criteria and a new version of the Sparse-Group LASSO (SGL, Simon and al., 2013), called the adaptive SGL, whe…