The Expxorcist: Nonparametric Graphical Models Via Conditional Exponential Densities.
Arun Sai SuggalaMladen KolarPradeep RavikumarPublished in: NIPS (2017)
Keyphrases
- graphical models
- chain graphs
- belief propagation
- graphical structure
- probabilistic model
- random variables
- statistical inference
- probabilistic graphical models
- probabilistic inference
- approximate inference
- bayesian networks
- conditional random fields
- conditional independence
- map inference
- conditional probabilities
- exact inference
- markov networks
- structure learning
- graph structure
- factor graphs
- probability distribution
- probability density
- belief networks
- message passing
- loopy belief propagation
- undirected graphical models
- density estimation
- image segmentation