On Semiparametric Exponential Family Graphical Models.
Zhuoran YangYang NingHan LiuPublished in: J. Mach. Learn. Res. (2018)
Keyphrases
- exponential family
- graphical models
- statistical inference
- belief propagation
- probabilistic inference
- probabilistic model
- approximate inference
- random variables
- conditional random fields
- structure learning
- bayesian networks
- message passing
- sample size
- maximum likelihood
- unsupervised learning
- parameter estimation
- density estimation
- markov random field
- least squares
- probability distribution
- pairwise