Fast Convergent Algorithms for Expectation Propagation Approximate Bayesian Inference.
Matthias W. SeegerHannes NickischPublished in: AISTATS (2011)
Keyphrases
- bayesian inference
- expectation propagation
- probabilistic model
- gaussian process
- density estimation
- hyperparameters
- markov chain monte carlo
- prior information
- bayesian methods
- approximate inference
- variational bayes
- gaussian processes
- learning algorithm
- image segmentation
- hidden variables
- graphical models
- hidden markov models
- feature selection
- markov random field