Convergence rate of semi-supervised gradient learning algorithms.
Baohuai ShengDaohong XiangPeixin YePublished in: Int. J. Wavelets Multiresolution Inf. Process. (2015)
Keyphrases
- convergence rate
- semi supervised
- gradient method
- learning rate
- learning algorithm
- unlabeled data
- labeled data
- active learning
- supervised learning
- semi supervised learning
- step size
- subspace learning
- convergence speed
- learning problems
- pairwise
- global convergence
- machine learning
- faster convergence rate
- numerical stability
- training data
- mutation operator
- learning models
- reinforcement learning
- particle swarm optimization algorithm
- wavelet neural network
- training algorithm
- transfer learning
- generalization ability
- learning process
- particle swarm optimization
- non stationary
- learning tasks