Pathwise coordinate optimization

Jerome Friedman, Trevor Hastie, Holger Höfling +1

We consider ``one-at-a-time'' coordinate-wise descent algorithms for a class of convex optimization problems. An algorithm of this kind has been proposed for the $L_1$-penalized re…