Super-Linear Convergence of Dual Augmented Lagrangian Algorithm for Sparse Learning

We analyze the convergence behaviour of a recently proposed algorithm for sparse learning called Dual Augmented Lagrangian (DAL). We theoretically analyze under some conditions that DAL converges su