Global Convergence of Gradient Descent for Deep Linear Residual Networks.
Lei WuQingcan WangChao MaPublished in: CoRR (2019)
Keyphrases
- global convergence
- convergence speed
- global optimum
- optimization methods
- convergence analysis
- convergence rate
- convex minimization
- constrained optimization problems
- cost function
- line search
- social networks
- globally convergent
- loss function
- particle swarm
- linear constraints
- coordinate ascent
- hybrid algorithm
- optimization method
- kernel function
- linear programming