Lightning-speed Structure Learning of Nonlinear Continuous Networks.
Gal ElidanPublished in: AISTATS (2012)
Keyphrases
- structure learning
- network structure
- bayesian networks
- continuous variables
- graphical models
- parameter learning
- gene regulatory networks
- conditional independence
- bayesian network structure learning
- parameter estimation
- transfer learning
- bayesian network classifiers
- social networks
- markov logic networks
- belief propagation
- lower bound
- structure learning algorithm
- random variables
- text mining
- least squares
- probabilistic model
- data mining