Global Convergence of Sobolev Training for Overparameterized Neural Networks.
Jorio CocolaPaul HandPublished in: LOD (1) (2020)
Keyphrases
- global convergence
- neural network
- training process
- global optimum
- training algorithm
- convergence rate
- convergence speed
- convergence analysis
- feedforward neural networks
- optimization methods
- multi layer perceptron
- constrained optimization problems
- feed forward neural networks
- artificial neural networks
- back propagation
- neural network training
- convex minimization
- fuzzy logic
- training samples
- hybrid algorithm
- particle swarm
- linear programming
- feature vectors
- multilayer perceptron
- particle swarm optimization
- supervised learning
- newton method
- support vector
- genetic algorithm