Real Noncommutative Convexity II: Extremality and nc convex functions
David P. Blecher, Caleb Becker McClure

TL;DR
This paper advances the theory of real noncommutative convexity by exploring extremal points, convex functions, and their complexifications, revealing new features unique to the real setting.
Contribution
It introduces novel concepts of complexification for nc convex functions and envelopes, extending the complex theory to the real noncommutative context.
Findings
Analysis of real nc extreme points and boundaries
Introduction of complexification of nc convex functions
Discovery of new features in the real noncommutative setting
Abstract
We continue the development of real noncommutative (nc) convexity, building on the recent and profound complex theory of Davidson and Kennedy. The present paper focuses on the theory of nc extreme points (and pure and maximal points) and the nc Choquet boundary in the real setting, as well as on the theory of real nc convex and semicontinuous functions and real nc convex envelopes. Our main emphasis is on how these notions interact with complexification. In particular, parts of the paper analyze in detail how various notions of `extreme' or `maximal' relate to our earlier concept of the complexification of a convex set. Several new features emerge in the real case, especially in the later sections, including the novel notions of the complexification of a nc convex function and of the complexification of the convex envelope of a nc function. With an appendix by T. Russell.
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.
