Global Convergence of Frank Wolfe on One Hidden Layer Networks.
Alexandre d'AspremontMert PilanciPublished in: CoRR (2020)
Keyphrases
- global convergence
- hidden layer
- line search
- learning rate
- convergence rate
- convergence speed
- number of hidden units
- global optimum
- back propagation
- neural network
- convergence analysis
- radial basis function
- feed forward
- artificial neural networks
- feedforward neural networks
- optimization methods
- activation function
- feed forward neural networks
- recurrent neural networks
- multilayer perceptron
- rbf neural network
- convex minimization
- latent variables
- training algorithm
- hidden nodes
- primal dual
- particle swarm
- step size
- neural nets
- objective function
- rbf network
- differential evolution
- random variables
- kernel function
- fuzzy logic
- search space