Linearized ADMM for Non-convex Non-smooth Optimization with Convergence Analysis

Qinghua Liu, Xinyue Shen, Yuantao Gu

Linearized alternating direction method of multipliers (ADMM) as an extension of ADMM has been widely used to solve linearly constrained problems in signal processing, machine lean…