Clustered Gaussian Graphical Model via Symmetric Convex Clustering.
Tianyi YaoGenevera I. AllenPublished in: CoRR (2019)
Keyphrases
- graphical models
- belief propagation
- probabilistic graphical models
- probabilistic model
- random variables
- probabilistic inference
- clustering algorithm
- structure learning
- bayesian networks
- conditional random fields
- approximate inference
- k means
- factor graphs
- graph structure
- map inference
- exact inference
- markov networks
- belief networks
- conditional dependencies
- gaussian graphical models
- conditional independence
- message passing
- undirected graphical models
- maximum likelihood
- nonparametric belief propagation