On global convergence of ResNets: From finite to infinite width using linear parameterization.
Raphaël BarboniGabriel PeyréFrançois-Xavier VialardPublished in: NeurIPS (2022)
Keyphrases
- global convergence
- convergence speed
- global optimum
- convergence rate
- optimization methods
- convergence analysis
- finite dimensional
- convex minimization
- finite sets
- linearly separable
- constrained optimization problems
- machine learning
- step size
- real numbers
- particle swarm
- finite number
- hybrid algorithm
- coordinate ascent
- line search
- globally convergent
- linear systems
- convex sets
- multiresolution
- artificial intelligence