An Efficient Bayesian Network Structure Learning Algorithm in the Presence of Deterministic Relations.
Ahmed MabroukChristophe GonzalesKarine Jabet-ChevalierEric ChojnackiPublished in: ECAI (2014)
Keyphrases
- bayesian network structure
- learning algorithm
- bayesian networks
- bayesian network structures
- learning bayesian networks
- conditional independence
- directed acyclic graph
- training data
- search space
- machine learning
- conditional probabilities
- active learning
- markov blanket
- reinforcement learning
- machine learning algorithms
- incomplete data
- structure learning
- database
- random variables
- network structure
- parameter estimation
- random walk
- graphical models
- equivalence classes