Fast Marginal Likelihood Maximisation for Sparse Bayesian Models.
Michael E. TippingAnita C. FaulPublished in: AISTATS (2003)
Keyphrases
- bayesian models
- marginal likelihood
- hyperparameters
- bayesian inference
- model selection
- gaussian process
- bayesian framework
- bayesian methods
- statistical models
- closed form
- exponential family
- bayesian classifier
- probabilistic model
- prior knowledge
- approximate inference
- neural network model
- cross validation
- gaussian processes
- parameter estimation
- maximum likelihood
- neural network
- decision trees
- exact inference
- unsupervised learning
- posterior distribution
- language model
- incremental learning
- regression model