The Exchange Monte Carlo Method for Bayesian Learning in Singular Learning Machines.
Kenji NagataSumio WatanabePublished in: IJCNN (2006)
Keyphrases
- monte carlo method
- bayesian learning
- learning machines
- model selection
- cross validation
- support vector
- generalization error
- hyperparameters
- posterior distribution
- ensemble learning
- parameter estimation
- sample size
- learning tasks
- machine learning
- support vector machine
- training algorithm
- learning problems
- feature selection
- learning algorithm
- gaussian process
- least squares
- sample complexity
- vc dimension
- feature space