Efficient Distributed Linear Classification Algorithms via the Alternating Direction Method of Multipliers

Caoxie Zhang, Honglak Lee, Kang G. Shin

Abstract: Linear classification has demonstrated success in many areas of applications. Modern algorithms for linear classification can train reasonably good models while going through the data in only tens ...