The Ball-Proximal (="Broximal") Point Method: a New Algorithm, Convergence Theory, and Applications

Kaja Gruntkowska, Hanmin Li, Aadi Rane +1

Non-smooth and non-convex global optimization poses significant challenges across various applications, where standard gradient-based methods often struggle. We propose the Ball-Pr…