<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "Proximal Newton methods for convex composite optimization"^^ . "This paper proposes two proximal Newton methods for convex nonsmooth optimization problems in composite form. The algorithms are based on a new continuously differentiable exact penalty function, namely the Composite Moreau Envelope. The first algorithm is based on a standard line search strategy, whereas the second one combines the global efficiency estimates of the corresponding first-order methods, while achieving fast asymptotic convergence rates. Furthermore, they are computationally attractive since each Newton iteration requires the solution of a linear system of usually small dimension."^^ . "2013-12" . . "IEEE"^^ . . "IEEE"^^ . . . . . . . . . . . "Alberto"^^ . "Bemporad"^^ . "Alberto Bemporad"^^ . . "Panagiotis"^^ . "Patrinos"^^ . "Panagiotis Patrinos"^^ . . . . "Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on"^^ . . . . . "HTML Summary of #2226 \n\nProximal Newton methods for convex composite optimization\n\n" . "text/html" . . . "QA75 Electronic computers. Computer science"@en . .