A Unified Framework for Pattern Recovery in Penalized and Thresholded Estimation and its Geometry

Piotr Graczyk, Ulrike Schneider, Tomasz Skalski +1

We consider the framework of penalized estimation where the penalty term is given by a real-valued polyhedral gauge, which encompasses methods such as LASSO, generalized LASSO, SLO…