Simplifying, Regularizing and Strengthening Sum-Product Network Structure Learning.
Antonio VergariNicola Di MauroFloriana EspositoPublished in: ECML/PKDD (2) (2015)
Keyphrases
- structure learning
- network structure
- bayesian networks
- graphical models
- conditional independence
- sum product
- transfer learning
- higher order
- stereo matching
- social networks
- markov logic networks
- dynamic bayesian networks
- special case
- computer vision
- sample size
- parameter estimation
- continuous variables
- active learning
- machine learning