Sharp Trade-Offs in High-Dimensional Inference via 2-Level SLOPE

Zhiqi Bu, Jason M. Klusowski, Cynthia Rush +1

Among techniques for high-dimensional linear regression, Sorted L-One Penalized Estimation (SLOPE) generalizes the LASSO via an adaptive $l_1$ regularization that applies heavier p…