Graphical Models via Generalized Linear Models.
Eunho YangPradeep RavikumarGenevera I. AllenZhandong LiuPublished in: NIPS (2012)
Keyphrases
- graphical models
- generalized linear models
- regression model
- logistic regression
- probabilistic model
- linear regression
- random variables
- belief propagation
- probabilistic graphical models
- bayesian networks
- probabilistic inference
- conditional random fields
- structure learning
- high dimensional
- exact inference
- approximate inference
- markov networks
- sample size
- text classification
- exponential family
- factor graphs