Partition-Insensitive Parallel ADMM Algorithm for High-dimensional Linear Models

Xiaofei Wu, Jiancheng Jiang, Zhimin Zhang

The parallel alternating direction method of multipliers (ADMM) algorithms have gained popularity in statistics and machine learning due to their efficient handling of large sample…