Support, Convexity Conditions and Convex Hypersurfaces in Infinite Dimension
Paolo d'Alessandro

TL;DR
This paper extends convexity theory and studies convex hypersurfaces in infinite-dimensional spaces using non-differential convex analysis, focusing on support, convexity conditions, and Jordan hypersurfaces without assuming smoothness.
Contribution
It generalizes the Convexity Theorem for sets without interior and develops an infinite-dimensional version of Jordan hypersurfaces without relying on smoothness.
Findings
Generalized support for closed sets without interior in infinite dimensions
Extended convexity theorem to non-interior sets in infinite-dimensional spaces
Analyzed decomposition of non-closed, non-pointed cones
Abstract
Working in infinite dimensional linear spaces, we deal with support for closed sets without interior. We generalize the Convexity Theorem for closed sets without interior. Finally we study the infinite dimensional version of Jordan hypersurfaces. Our whole work never assumes smoothness and is based exclusively on non-differential Convex Analysis tools and, in particular, on theory of convex cones. A crucial mathematical tool for our results is obtained solving the decomposition problem for non-closed non pointed cones.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAdvanced Banach Space Theory · Optimization and Variational Analysis · Point processes and geometric inequalities
