Sparse Support Recovery with Non-smooth Loss Functions

Kévin Degraux, Gabriel Peyré, Jalal Fadili, Laurent Jacques

Neural Information Processing Systems 

They are expected to lead to significantly different estimation results and require to develop novel theoretical results, which is the focus of this paper.