Predictive automatic relevance determination by expectation propagation.
Yuan (Alan) QiThomas P. MinkaRosalind W. PicardZoubin GhahramaniPublished in: ICML (2004)
Keyphrases
- automatic relevance determination
- expectation propagation
- bayesian inference
- gaussian process
- approximate inference
- density estimation
- missing data
- bayesian methods
- variational bayes
- discriminant analysis
- neural network
- graphical models
- belief propagation
- latent variables
- feature selection
- posterior distribution
- gaussian mixture model
- gaussian processes
- parameter estimation
- log likelihood
- probabilistic inference
- mixture model
- feature extraction
- prior knowledge
- markov chain monte carlo
- free energy
- error reduction
- prior information
- machine learning