Online Structure Learning for Sum-Product Networks with Gaussian Leaves.
Wilson HsuAgastya KalraPascal PoupartPublished in: ICLR (Workshop) (2017)
Keyphrases
- structure learning
- network structure
- graphical models
- bayesian networks
- sum product
- conditional independence
- parameter estimation
- transfer learning
- markov networks
- maximum likelihood
- belief propagation
- message passing
- dynamic bayesian networks
- continuous variables
- social networks
- probabilistic inference
- machine learning
- approximate inference
- sample size
- bayesian inference
- higher order
- computer vision
- text classification