Acceleration via Perturbations on Low-resolution Ordinary Differential Equations

Xudong Li, Lei Shi, Mingqi Song

Recently, the high-resolution ordinary differential equation (ODE) framework, which retains higher-order terms, has been proposed to analyze gradient-based optimization algorithms.…