Online Incremental Structure Learning of Sum-Product Networks.
Sang-Woo LeeMin-Oh HeoByoung-Tak ZhangPublished in: ICONIP (2) (2013)
Keyphrases
- structure learning
- network structure
- graphical models
- bayesian networks
- sum product
- belief propagation
- markov logic networks
- conditional independence
- message passing
- transfer learning
- social networks
- parameter estimation
- dynamic bayesian networks
- markov networks
- lower bound
- stereo matching
- continuous variables
- random variables
- objective function
- approximate inference
- maximum likelihood
- probabilistic model
- feature selection