Does SLOPE outperform bridge regression?

Shuaiwen Wang, Haolei Weng, Arian Maleki

A recently proposed SLOPE estimator (arXiv:1407.3824) has been shown to adaptively achieve the minimax ${\ell }_2$ estimation rate under high-dimensional sparse linear regression mode…