Clustered Gaussian Graphical Model Via Symmetric Convex Clustering.
Tianyi YaoGenevera I. AllenPublished in: DSW (2019)
Keyphrases
- graphical models
- belief propagation
- probabilistic model
- probabilistic graphical models
- probabilistic inference
- random variables
- approximate inference
- markov networks
- bayesian networks
- clustering algorithm
- exact inference
- conditional random fields
- structure learning
- k means
- gaussian graphical models
- conditional independence
- map inference
- graph structure
- convex optimization
- gaussian model
- factor graphs
- conditional dependencies
- graph cuts
- data points
- exponential family
- hidden markov models