Templates for Convex Cone Problems with Applications to Sparse Signal Recovery

Stephen R. Becker, Emmanuel J. Candès, Michael Grant

This paper develops a general framework for solving a variety of convex cone problems that frequently arise in signal processing, machine learning, statistics, and other fields. Th…