Dynamic sampling from graphical models.
Weiming FengNisheeth K. VishnoiYitong YinPublished in: STOC (2019)
Keyphrases
- graphical models
- belief propagation
- probabilistic graphical models
- probabilistic model
- random variables
- map inference
- probabilistic inference
- approximate inference
- structure learning
- conditional random fields
- conditional independence
- bayesian networks
- markov networks
- monte carlo
- belief networks
- random sampling
- statistical inference
- exact inference
- factor graphs
- graph structure
- exponential family
- structural learning