Global Convergence of Deep Networks with One Wide Layer Followed by Pyramidal Topology.
Quynh NguyenMarco MondelliPublished in: CoRR (2020)
Keyphrases
- global convergence
- global optimum
- convergence speed
- convergence rate
- optimization methods
- convergence analysis
- constrained optimization problems
- fully connected
- small world
- line search
- convex minimization
- multi layer
- complex networks
- particle swarm
- multiple layers
- globally convergent
- coordinate ascent
- hybrid algorithm
- network structure
- genetic programming
- scheduling problem
- search algorithm
- neural network