Turbocharging Treewidth-Bounded Bayesian Network Structure Learning.
P. R. VaidyanathanStefan SzeiderPublished in: CoRR (2020)
Keyphrases
- bayesian network structure learning
- bounded treewidth
- bayesian networks
- graph theoretic
- structure learning
- hill climbing search
- np complete
- search space
- upper bound
- boolean functions
- space complexity
- hill climbing
- conjunctive queries
- graph theory
- max min
- parameter estimation
- conditional probabilities
- graphical models