An On-Line Learning Algorithm with Dimension Selection Using Minimal Hyper Basis Function Networks.
Kyosuke NishidaKoichiro YamauchiTakashi OmoriPublished in: ICONIP (2004)
Keyphrases
- basis functions
- learning algorithm
- linear combination
- radial basis function
- rbf network
- feed forward neural networks
- learning scheme
- network structure
- active learning
- supervised learning
- state space
- vapnik chervonenkis dimension
- back propagation
- nonlinear functions
- training data
- sample complexity
- support vector machine
- machine learning
- lookup tables
- social networks
- optimal solution
- learning rate
- set of basis functions
- activation function
- reinforcement learning
- community structure
- learning problems
- complex networks
- machine learning algorithms
- training examples