Markov equivalence of max-linear Bayesian networks.
Carlos AméndolaBenjamin HolleringSeth SullivantNgoc TranPublished in: UAI (2021)
Keyphrases
- bayesian networks
- conditional independence
- graphical models
- conditional probabilities
- probabilistic reasoning
- structure learning
- knowledge base
- markov chain
- probabilistic model
- markov blanket
- logistic regression
- closed form
- markov model
- expert systems
- linear constraints
- linear inequalities
- inference in bayesian networks