Expectation Propagation for microarray data classification.
Daniel Hernández-LobatoJosé Miguel Hernández-LobatoAlberto SuárezPublished in: Pattern Recognit. Lett. (2010)
Keyphrases
- expectation propagation
- bayesian inference
- gaussian process
- approximate inference
- density estimation
- variational bayes
- bayesian methods
- graphical models
- gaussian mixture model
- latent variables
- belief propagation
- cancer diagnosis
- regression model
- neural network
- hyperparameters
- posterior distribution
- probabilistic inference
- data mining techniques
- data mining
- dynamic bayesian networks
- gene selection
- probabilistic model
- model selection
- discriminant analysis
- parameter estimation
- unsupervised learning