Convergence Rates of Damped Inertial Dynamics under Geometric Conditions and Perturbations

In this article a family of second-order ODEs associated with the inertial gradient descent is studied. These ODEs are widely used to build trajectories converging to a minimizer $x^*$ of a functio...