A Convex-Nonconvex Strategy for Grouped Variable Selection

Xiaoqian Liu, Aaron J. Molstad, Eric C. Chi

This paper deals with the grouped variable selection problem. A widely used strategy is to augment the negative log-likelihood function with a sparsity-promoting penalty. Existing…