A Unified Optimization Framework for Low-Rank Inducing Penalties

Marcus Valtonen Örnhag, Carl Olsson, Anders Heyden

In this paper we study the convex envelopes of a new class of functions. Using this approach, we are able to unify two important classes of regularizers from unbiased non-convex fo…