Bayesian Structure Learning for Functional Neuroimaging.
Mijung ParkOluwasanmi KoyejoJoydeep GhoshRussell A. PoldrackJonathan W. PillowPublished in: AISTATS (2013)
Keyphrases
- structure learning
- bayesian networks
- graphical models
- conditional independence
- parameter learning
- bayesian network structures
- posterior probability
- bayesian network classifiers
- parameter estimation
- markov logic networks
- transfer learning
- structure learning algorithm
- maximum likelihood
- bayesian network structure learning
- probabilistic model
- probabilistic reasoning
- random variables
- markov blanket
- markov networks
- human brain
- network structure
- bayesian inference
- posterior distribution
- least squares
- feature selection
- conditional probabilities
- belief propagation
- reinforcement learning
- conditional random fields