SCOPE: Scalable Composite Optimization for Learning on Spark

Shen-Yi Zhao, Ru Xiang, Ying-Hao Shi +2

Many machine learning models, such as logistic regression~(LR) and support vector machine~(SVM), can be formulated as composite optimization problems. Recently, many distributed st…