Last-Iterate Convergence of Saddle-Point Optimizers via High-Resolution Differential Equations

Tatjana Chavdarova, Michael I. Jordan, Manolis Zampetakis

Several widely-used first-order saddle-point optimization methods yield an identical continuous-time ordinary differential equation (ODE) that is identical to that of the Gradient…