Multi-task Sparse Structure Learning.
André R. GonçalvesPuja DasSoumyadeep ChatterjeeVidyashankar SivakumarFernando J. Von ZubenArindam BanerjeePublished in: CIKM (2014)
Keyphrases
- structure learning
- bayesian networks
- graphical models
- parameter estimation
- transfer learning
- markov logic networks
- conditional independence
- bayesian network structure learning
- bayesian network classifiers
- markov networks
- parameter learning
- sample size
- random variables
- markov blanket
- structure learning algorithm
- higher order
- network structure
- conditional random fields
- information retrieval
- least squares
- probabilistic model
- hidden markov models
- active learning
- learning algorithm