Preconditioned subgradient method for composite optimization: overparameterization and fast convergence

Mateo Díaz, Liwei Jiang, Abdel Ghani Labassi

Composite optimization problems involve minimizing the composition of a smooth map with a convex function. Such objectives arise in numerous data science and signal processing appl…