Full Law Identification in Graphical Models of Missing Data: Completeness Results.
Razieh NabiRohit BhattacharyaIlya ShpitserPublished in: ICML (2020)
Keyphrases
- graphical models
- missing data
- probabilistic model
- belief propagation
- missing values
- random variables
- probabilistic graphical models
- probabilistic inference
- conditional random fields
- incomplete data
- bayesian networks
- markov networks
- approximate inference
- matrix factorization
- structure learning
- multiple imputation
- map inference
- bayesian inference
- database
- statistical models
- perfect phylogeny
- factor graphs
- statistical relational learning
- integer programming