Essential convergence rate of ordinary differential equations appearing in optimization

Kansei Ushiyama, Shun Sato, Takayasu Matsuo

Some continuous optimization methods can be connected to ordinary differential equations (ODEs) by taking continuous limits, and their convergence rates can be explained by the ODE…