Optimization via First-Order Switching Methods: Skew-Symmetric Dynamics and Optimistic Discretization

Antesh Upadhyay, Sang Bin Moon, Abolfazl Hashemi

Large-scale constrained optimization problems are at the core of many tasks in control, signal processing, and machine learning. Notably, problems with functional constraints arise…