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Model Consistency of Partly Smooth Regularizers

Vaiter, S; Peyre, G; Fadili, J

Peyre, G (reprint author), Ecole Normale Super, CNRS, F-75005 Paris, France.; Peyre, G (reprint author), Ecole Normale Super, DMA, F-75005 Paris, France.

IEEE TRANSACTIONS ON INFORMATION THEORY, 2018; 64 (3): 1725

Abstract

This paper studies least-square regression penalized with partly smooth convex regularizers. This class of penalty functions is very large and versati......

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