Tractable Uncertainty for Structure Learning.
Benjie WangMatthew WickerMarta KwiatkowskaPublished in: CoRR (2022)
Keyphrases
- structure learning
- bayesian networks
- graphical models
- parameter learning
- conditional independence
- markov logic networks
- markov networks
- parameter estimation
- network structure
- bayesian network structure learning
- bayesian network classifiers
- transfer learning
- belief propagation
- conditional probabilities
- random variables
- data sets
- maximum likelihood estimation
- np hard
- computational complexity
- logic programs
- clustering algorithm
- social networks