Efficient Distributed Learning over Decentralized Networks with Convoluted Support Vector Machine

Canyi Chen, Nan Qiao, Liping Zhu

This paper addresses the problem of efficiently classifying high-dimensional data over decentralized networks. Penalized support vector machines (SVMs) are widely used for high-dim…