Approximate Collapsed Gibbs Clustering with Expectation Propagation.
Christopher AicherEmily B. FoxPublished in: CoRR (2018)
Keyphrases
- expectation propagation
- density estimation
- bayesian inference
- gaussian process
- approximate inference
- gaussian process classification
- clustering algorithm
- k means
- variational bayes
- bayesian methods
- markov chain monte carlo
- markov random field
- mixture model
- gaussian mixture model
- probabilistic inference
- high dimensional data
- graphical models
- higher order
- bayesian networks
- outlier detection
- information theoretic
- belief propagation
- latent variables
- conditional random fields
- regression model
- em algorithm
- particle filter
- dynamic bayesian networks
- data points
- hidden markov models