Global Convergence of Deep Networks with One Wide Layer Followed by Pyramidal Topology.
Quynh NguyenMarco MondelliPublished in: NeurIPS (2020)
Keyphrases
- global convergence
- global optimum
- convergence rate
- convergence speed
- optimization methods
- convex minimization
- constrained optimization problems
- convergence analysis
- small world
- network structure
- coordinate ascent
- fully connected
- social networks
- evolutionary algorithm
- multiresolution
- line search
- optimization method
- objective function
- simulated annealing
- globally convergent
- particle swarm
- search algorithm
- complex networks