Influence measures and stability for graphical models.
Avner Bar-HenJean-Michel PoggiPublished in: J. Multivar. Anal. (2016)
Keyphrases
- graphical models
- belief propagation
- random variables
- probabilistic model
- probabilistic inference
- probabilistic graphical models
- approximate inference
- bayesian networks
- conditional random fields
- map inference
- markov networks
- structure learning
- belief networks
- exact inference
- message passing
- statistical inference
- factor graphs
- conditional independence
- probability measures
- directed graphical models
- undirected graphical models
- statistical relational learning
- graph structure
- pairwise