A Variational Bayesian Framework for Clustering with Multiple Graphs.
Motoki ShigaHiroshi MamitsukaPublished in: IEEE Trans. Knowl. Data Eng. (2012)
Keyphrases
- bayesian framework
- generative model
- bayesian model
- dirichlet process mixture models
- prior knowledge
- posterior probability
- graph theoretic
- hyperparameters
- maximum a posteriori
- k means
- posterior distribution
- clustering algorithm
- graph clustering
- probability density function
- clustering method
- expectation maximization
- prior distribution
- bayesian formulation
- bayesian methods
- probabilistic model
- mixture model
- em algorithm
- gaussian process
- markov random field
- image segmentation
- higher order