A systematic approach to Lyapunov analyses of continuous-time models in convex optimization

Céline Moucer, Adrien Taylor, Francis Bach

First-order methods are often analyzed via their continuous-time models, where their worst-case convergence properties are usually approached via Lyapunov functions. In this work,…