Graphical models via univariate exponential family distributions.
Eunho YangPradeep RavikumarGenevera I. AllenZhandong LiuPublished in: J. Mach. Learn. Res. (2015)
Keyphrases
- exponential family
- graphical models
- belief propagation
- random variables
- probabilistic model
- probabilistic inference
- probabilistic graphical models
- kl divergence
- bayesian networks
- approximate inference
- structure learning
- conditional random fields
- markov networks
- conditional independence
- bregman divergences
- factor graphs