A Sparsification Approach for Temporal Graphical Model Decomposition.
Ning RuanRuoming JinVictor E. LeeKun HuangPublished in: ICDM (2009)
Keyphrases
- graphical models
- belief propagation
- structural learning
- probabilistic model
- random variables
- probabilistic graphical models
- approximate inference
- probabilistic inference
- spatio temporal
- conditional random fields
- map inference
- conditional independence
- markov networks
- conditional dependencies
- factor graphs
- statistical inference
- bayesian networks
- temporal information
- structure learning
- exact inference
- belief networks
- graph structure
- undirected graphical models
- loopy belief propagation
- graphical structure
- generative model
- probability distribution
- efficient inference algorithms
- nonparametric belief propagation