GemBag: Group Estimation of Multiple Bayesian Graphical Models.
Xinming YangLingrui GanNaveen N. NarisettyFeng LiangPublished in: J. Mach. Learn. Res. (2021)
Keyphrases
- graphical models
- bayesian networks
- belief propagation
- probabilistic model
- random variables
- statistical inference
- probabilistic inference
- approximate inference
- probabilistic graphical models
- conditional random fields
- structure learning
- markov networks
- map inference
- exact inference
- factor graphs
- statistical relational learning
- graph structure
- message passing
- belief networks
- conditional independence
- posterior probability
- closed form
- maximum likelihood
- bayesian inference
- posterior distribution
- maximum likelihood estimation
- markov random field
- undirected graphical models
- upper bound