Bayesian Markov Blanket Estimation.
Dinu KaufmannSonali ParbhooAleksander WieczorekSebastian KellerDavid AdametzVolker RothPublished in: AISTATS (2016)
Keyphrases
- markov blanket
- bayesian networks
- structure learning
- causal discovery
- parameter estimation
- variable selection
- probabilistic graphical models
- bayesian network classifiers
- state space
- maximum likelihood
- causal graph
- feature selection
- reinforcement learning
- graphical models
- posterior probability
- posterior distribution
- maximum likelihood estimation
- conditional independence