Iterative regularization for convex regularizers

Cesare Molinari, Mathurin Massias, Lorenzo Rosasco +1

We study iterative regularization for linear models, when the bias is convex but not necessarily strongly convex. We characterize the stability properties of a primal-dual gradient…