A fast learning algorithm for principal component extraction with data dependent learning rate.
Lijun LiuRendong GeJun TiePublished in: IWACI (2010)
Keyphrases
- learning rate
- data dependent
- principal components
- learning algorithm
- principal component analysis
- convergence rate
- generalization bounds
- uniform convergence
- multilayer neural networks
- principal component regression
- weight vector
- convergence speed
- dimensionality reduction
- machine learning
- hyperplane
- generalization ability
- dimension reduction
- covariance matrix
- supervised learning
- pattern recognition
- neural network