Bayesian Structure Learning with Generative Flow Networks.
Tristan DeleuAntónio GóisChris EmezueMansi RankawatSimon Lacoste-JulienStefan BauerYoshua BengioPublished in: CoRR (2022)
Keyphrases
- structure learning
- bayesian networks
- markov logic networks
- network structure
- bayesian network classifiers
- graphical models
- gene regulatory networks
- conditional independence
- bayesian network structure learning
- bayesian network structures
- parameter estimation
- parameter learning
- probabilistic reasoning
- posterior probability
- transfer learning
- markov networks
- social networks
- random variables
- higher order
- posterior distribution