Towards Structure Learning under the Credal Semantics.
David TuckeyKrysia BrodaAlessandra RussoPublished in: ICLP Workshops (2020)
Keyphrases
- structure learning
- graphical models
- bayesian networks
- learning bayesian networks
- parameter learning
- conditional independence
- bayesian network classifiers
- markov logic networks
- transfer learning
- bayesian network structure learning
- markov networks
- parameter estimation
- network structure
- sample size
- logic programming
- bayesian network structures
- belief propagation
- markov blanket
- data mining
- probabilistic inference
- maximum likelihood