Online Structure Learning for Sum-Product Networks with Gaussian Leaves.
Wilson HsuAgastya KalraPascal PoupartPublished in: CoRR (2017)
Keyphrases
- structure learning
- network structure
- graphical models
- sum product
- bayesian networks
- belief propagation
- transfer learning
- message passing
- parameter estimation
- social networks
- conditional independence
- markov networks
- dynamic bayesian networks
- random variables
- sample size
- maximum likelihood
- semi supervised
- upper bound
- probabilistic model
- learning algorithm