Feature Clustering for Accelerating Parallel Coordinate Descent

Chad Scherrer, Ambuj Tewari, Mahantesh Halappanavar +1

Large-scale L1-regularized loss minimization problems arise in high-dimensional applications such as compressed sensing and high-dimensional supervised learning, including classifi…