Distributed Stochastic Optimization of the Regularized Risk

Shin Matsushima, Hyokun Yun, Xinhua Zhang +1

Many machine learning algorithms minimize a regularized risk, and stochastic optimization is widely used for this task. When working with massive data, it is desirable to perform s…