Exchange Monte Carlo Sampling From Bayesian Posterior for Singular Learning Machines.
Kenji NagataSumio WatanabePublished in: IEEE Trans. Neural Networks (2008)
Keyphrases
- monte carlo sampling
- learning machines
- support vector
- ensemble learning
- model selection
- training algorithm
- support vector machine
- learning algorithm
- pattern recognition
- learning tasks
- generalization error
- learning problems
- multi task learning
- vc dimension
- sample complexity
- neural network
- cross validation
- ensemble methods
- lower bound
- decision trees