Acceleration via Symplectic Discretization of High-Resolution Differential Equations

Bin Shi, Simon S. Du, Weijie J. Su +1

We study first-order optimization methods obtained by discretizing ordinary differential equations (ODEs) corresponding to Nesterov's accelerated gradient methods (NAGs) and Polyak…