A geometric link: Convexity may bridge human & machine intelligence
https://phys.org/news/2025-07-geometric-link-convexity-bridge-human.html

On convex decision regions in deep network representations
https://www.nature.com/articles/s41467-025-60809-y

Convexity (algebraic geometry)
https://en.wikipedia.org/wiki/Convexity_(algebraic_geometry)

#ML #RepresentationLearning #convexity #AbstractAlgebra #DeepLearning #intelligence #NetworkTheory

'Multi-Consensus Decentralized Accelerated Gradient Descent', by Haishan Ye, Luo Luo, Ziang Zhou, Tong Zhang.

http://jmlr.org/papers/v24/22-1210.html

#convex #convexity #optimization

Games and the Treatment Convexity of Cancer, a new blog post by my Moffitt colleague Jeffrey West about their recent paper by him and @peterbayer

https://mathematical-oncology.org/blog/games-and-treatment-convexity.html

#MathOnco #Convexity #Antifragility