Statistics and Data Science team, Nokia Bell Labs, Murray Hill, NJ 07974; Department of Statistics, Ohio State University, Columbus, OH 43015
Yunzhang Zhu, Renxiong Liu
regularization;optimization;tuning parameter selection
Path following algorithms for $\ell_2$-regularized $M$-estimation with approximation guarantee