Equivalence class selection of categorical graphical models.
Federico CastellettiStefano PelusoPublished in: Comput. Stat. Data Anal. (2021)
Keyphrases
- factor graphs
- graphical models
- equivalence class
- equivalence classes
- belief propagation
- approximate inference
- directed acyclic graph
- random variables
- probabilistic inference
- message passing
- probabilistic model
- probabilistic graphical models
- structure learning
- conditional random fields
- bayesian networks
- map inference
- markov networks
- equivalence relation
- conditional independence
- categorical data
- graph structure
- statistical relational learning
- fuzzy sets
- social networks
- chain graphs