High-Resolution Modeling of the Fastest First-Order Optimization Method for Strongly Convex Functions

Boya Sun, Jemin George, Solmaz Kia

Motivated by the fact that the gradient-based optimization algorithms can be studied from the perspective of limiting ordinary differential equations (ODEs), here we derive an ODE…