A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights.
Weijie SuStephen P. BoydEmmanuel J. CandèsPublished in: NIPS (2014)
Keyphrases
- differential equations
- gradient method
- difference equations
- dynamical systems
- boundary value problem
- convergence rate
- numerical methods
- continuous functions
- ordinary differential equations
- step size
- numerical solution
- evolutionary algorithm
- pairwise
- principal component analysis
- high order
- optimization methods
- multiresolution