5 citations · 9 across the 19 of their papers we have counts for
3 papers · 2 filters
Global Convergence Analysis of the Power Proximal Point and Augmented Lagrangian Method
Konstantinos A. Oikonomidis, Alexander Bodard, Emanuel Laude +1
In this paper we study an unconventional inexact Augmented Lagrangian Method (ALM) for convex optimization problems, as first proposed by Bertsekas, wherein the penalty term is a p…
Anisotropic Proximal Point Algorithm
Emanuel Laude, Panagiotis Patrinos
In this paper we study a nonlinear dual space preconditioning approach for the relaxed Proximal Point Algorithm (PPA) with application to monotone and relatively cohypomonotone inc…
Convex relaxations for large-scale graphically structured nonconvex problems with spherical constraints: An optimal transport approach
Robin Kenis, Emanuel Laude, Panagiotis Patrinos
In this paper we derive a moment relaxation for large-scale nonsmooth optimization problems with graphical structure and spherical constraints. In contrast to classical moment rela…