On the Global Convergence of Training Deep Linear ResNets.
Difan ZouPhilip M. LongQuanquan GuPublished in: ICLR (2020)
Keyphrases
- global convergence
- convergence speed
- convergence analysis
- global optimum
- convergence rate
- optimization methods
- convex minimization
- coordinate ascent
- constrained optimization problems
- training set
- linear svm
- training algorithm
- line search
- globally convergent
- deep architectures
- linear model
- step size
- particle swarm optimization
- cost function
- neural network