Global convergence of ResNets: From finite to infinite width using linear parameterization.
Raphaël BarboniGabriel PeyréFrançois-Xavier VialardPublished in: CoRR (2021)
Keyphrases
- global convergence
- global optimum
- convergence speed
- convergence analysis
- convergence rate
- optimization methods
- finite dimensional
- constrained optimization problems
- finite sets
- coordinate ascent
- convex minimization
- linearly separable
- globally convergent
- line search
- linear constraints
- particle swarm
- hybrid algorithm
- genetic algorithm
- linear systems
- sensitivity analysis
- multiresolution
- multiscale