Joint Structure Learning of Multiple Non-Exchangeable Networks.
Chris J. OatesSach MukherjeePublished in: AISTATS (2014)
Keyphrases
- structure learning
- network structure
- graphical models
- bayesian networks
- transfer learning
- conditional independence
- parameter estimation
- parameter learning
- bayesian network classifiers
- belief propagation
- markov networks
- social networks
- gene regulatory networks
- markov logic networks
- maximum likelihood
- random variables
- sample size
- conditional random fields
- high dimensional
- bayesian network structure learning