Probabilistic Inference in Credal Networks: New Complexity Results.
Denis Deratani MauáCassio P. de CamposAlessio BenavoliAlessandro AntonucciPublished in: J. Artif. Intell. Res. (2014)
Keyphrases
- probabilistic inference
- bayesian networks
- credal networks
- graphical models
- influence diagrams
- conditional probabilities
- approximate inference
- weighted model counting
- message passing
- belief networks
- bayesian belief networks
- junction tree
- maximum entropy
- exact inference
- computational complexity
- machine learning
- worst case
- probabilistic model
- probabilistic graphical models
- independence relations
- decision making