Proximal SCOPE for Distributed Sparse Learning

Shenyi Zhao, Gong-Duo Zhang, Ming-Wei Li, Wu-Jun Li

Neural Information Processing Systems 

Distributed sparse learning with a cluster of multiple machines has attracted much attention in machine learning, especially for large-scale applications with high-dimensional data.