A Lyapunov-IQC framework certifies uniform stability of smooth quadratic accelerated optimizers by modeling them as Lur'e feedback systems and solving an LMI feasibility problem via semidefinite programming.
SIAM Journal on Optimization , volume=
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A Unified Lyapunov-IQC Framework for Uniform Stability of Smooth Quadratic First-Order Accelerated Optimizers
A Lyapunov-IQC framework certifies uniform stability of smooth quadratic accelerated optimizers by modeling them as Lur'e feedback systems and solving an LMI feasibility problem via semidefinite programming.