Proximal Method

Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting

We propose the Fast Proximal Augmented Lagragian Method (Fast PALM) which achieves the convergence rate O(1/K^2), compared with O(1/K) by the traditional PALM.