Mixed Graphical Models via Exponential Families.
Eunho YangYulia BakerPradeep RavikumarGenevera I. AllenZhandong LiuPublished in: AISTATS (2014)
Keyphrases
- graphical models
- exponential family
- belief propagation
- probabilistic inference
- probabilistic model
- random variables
- probabilistic graphical models
- markov networks
- approximate inference
- conditional random fields
- structure learning
- bregman divergences
- bayesian networks
- conditional independence
- belief networks
- exact inference
- maximum likelihood
- factor graphs
- message passing
- log likelihood
- energy minimization
- dynamic programming