Nonparametric Neighborhood Selection in Graphical Models.
Hao DongYuedong WangPublished in: J. Mach. Learn. Res. (2022)
Keyphrases
- graphical models
- belief propagation
- probabilistic inference
- random variables
- approximate inference
- probabilistic model
- statistical inference
- probabilistic graphical models
- map inference
- bayesian networks
- markov networks
- belief networks
- exact inference
- conditional independence
- conditional random fields
- graph structure
- structure learning
- message passing
- factor graphs
- density estimation
- relational databases
- markov logic networks
- statistical relational learning
- search algorithm