A Bayesian Regularization Method for the Probabilistic RBF Network.
Constantinos ConstantinopoulosMichalis K. TitsiasAristidis LikasPublished in: SETN (2002)
Keyphrases
- rbf network
- regularization method
- radial basis function
- bayesian networks
- image restoration
- nonlinear functions
- regularization parameter
- partial differential equations
- rbf neural network
- hidden units
- inverse problems
- learning algorithm
- multilayer perceptron
- back propagation
- pattern recognition
- learning tasks
- optimization methods
- probabilistic model
- multiscale
- image processing
- data sets
- basis functions
- bayesian inference
- image reconstruction
- generative model
- active learning
- regularization framework
- machine learning