A unified consensus-based parallel ADMM algorithm for high-dimensional regression with combined regularizations

Xiaofei Wu, Zhimin Zhang, Zhenyu Cui

The parallel alternating direction method of multipliers (ADMM) algorithm is widely recognized for its effectiveness in handling large-scale datasets stored in a distributed manner…