Newton-ADMM: A Distributed GPU-Accelerated Optimizer for Multiclass Classification Problems

Chih-Hao Fang, Sudhir B Kylasa, Fred Roosta +2

First-order optimization methods, such as stochastic gradient descent (SGD) and its variants, are widely used in machine learning applications due to their simplicity and low per-i…