Kernel Embeddings of Latent Tree Graphical Models.
Le SongAnkur P. ParikhEric P. XingPublished in: NIPS (2011)
Keyphrases
- graphical models
- nonparametric belief propagation
- belief propagation
- random variables
- probabilistic model
- probabilistic inference
- approximate inference
- structure learning
- probabilistic graphical models
- map inference
- bayesian networks
- hilbert space
- conditional random fields
- message passing
- kernel function
- markov networks
- low dimensional
- support vector
- conditional independence
- graph structure
- exact inference
- dimensionality reduction
- kernel methods
- high dimensional data
- structural learning
- statistical inference
- factor graphs
- chain graphs
- first order logic
- undirected graphical models