Approximate learning of high dimensional Bayesian network structures via pruning of Candidate Parent Sets.
Zhigao GuoAnthony C. ConstantinouPublished in: CoRR (2020)
Keyphrases
- bayesian network structures
- high dimensional
- learning process
- learning algorithm
- learning bayesian networks
- search space
- feature selection
- learning bayesian networks from data
- incremental learning
- bayesian networks
- dimensionality reduction
- supervised learning
- incomplete data
- equivalence classes
- least squares
- bayesian network structure
- training data