Sparse Bayesian structure learning with dependent relevance determination priors.
Anqi WuMijung ParkOluwasanmi KoyejoJonathan W. PillowPublished in: NIPS (2014)
Keyphrases
- structure learning
- graphical models
- bayesian networks
- parameter learning
- transfer learning
- markov logic networks
- bayesian network structure learning
- conditional independence
- parameter estimation
- information retrieval
- multi task
- sample size
- markov networks
- prior information
- bayesian framework
- structure learning algorithm
- network structure
- probabilistic model
- prior knowledge
- random variables
- model selection
- probabilistic reasoning
- active learning
- neural network