On the stability of optimization algorithms given by discretizations of the Euler-Lagrange ODE

Rachel Walker, Emily Zhang

The derivation of second-order ordinary differential equations (ODEs) as continuous-time limits of optimization algorithms has been shown to be an effective tool for the analysis o…