We consider the framework of penalized estimation where the penalty term...
LASSO and SLOPE are two popular methods for dimensionality reduction in ...
Sorted ℓ_1 Penalized Estimator (SLOPE) is a relatively new convex
regula...
We characterize the existence of maximum likelihood estimators for discr...