Sparse-Group Lasso via Semismooth Newton Augmented Lagrangian
Implements the sparse-group lasso method of Zhang et al.
(2020) . Unlike many widely available
methods based on first-order descent, this method uses second-order
information to solve the dual optimization problem via a semismooth
Newton method.