Litcius/Paper detail

A Lyapunov Analysis of Accelerated Methods in Optimization

Ashia Wilson, Ben Recht, Michael I. Jordan

2021Journal of Machine Learning Research43 citations

Topics & Concepts

Lyapunov functionComputer scienceMathematical optimizationMathematicsApplied mathematicsNonlinear systemPhysicsQuantum mechanicsAdvanced Optimization Algorithms ResearchStochastic Gradient Optimization TechniquesMatrix Theory and Algorithms
A Lyapunov Analysis of Accelerated Methods in Optimization | Litcius