Proximal methods for structured nonsmooth optimization over Riemannian submanifolds

Q Li, N Zhang, H Yan - arXiv preprint arXiv:2411.15776, 2024 - arxiv.org
In this paper, we consider a class of structured nonsmooth optimization problems over an
embedded submanifold of a Euclidean space, where the first part of the objective is the sum …

Lagrange duality on DC evenly convex optimization problems via a generalized conjugation scheme

MD Fajardo, J Vidal-Nunez - arXiv preprint arXiv:2403.11248, 2024 - arxiv.org
In this paper we study how Lagrange duality is connected to optimization problems whose
objective function is the difference of two convex functions, briefly called DC problems. We …