Robust Reconstruction of Causal Graphical Models based on Conditional 2-point and 3-point Information.
Séverine AffeldtHervé IsambertPublished in: ACI@UAI (2015)
Keyphrases
- graphical models
- bayesian networks
- random variables
- conditional random fields
- belief propagation
- information extraction
- higher order
- prior knowledge
- probabilistic model
- background knowledge
- probabilistic inference
- approximate inference
- relational databases
- markov networks
- statistical relational learning
- structural learning