Bayesian structure learning with generative flow networks.
Tristan DeleuAntónio GóisChris EmezueMansi RankawatSimon Lacoste-JulienStefan BauerYoshua BengioPublished in: UAI (2022)
Keyphrases
- structure learning
- bayesian networks
- markov logic networks
- network structure
- bayesian network classifiers
- graphical models
- gene regulatory networks
- parameter learning
- conditional independence
- bayesian network structures
- transfer learning
- bayesian network structure learning
- generative model
- parameter estimation
- probabilistic model
- posterior probability
- maximum likelihood
- markov networks
- social networks
- conditional probabilities
- posterior distribution
- first order logic
- random variables
- probability distribution