The Distribution of Cycle Lengths in Graphical Models for Iterative Decoding
Xianping GeDavid EppsteinPadhraic SmythPublished in: CoRR (1999)
Keyphrases
- graphical models
- random variables
- belief propagation
- exponential family
- probabilistic model
- probabilistic graphical models
- probabilistic inference
- structure learning
- approximate inference
- bayesian networks
- markov networks
- conditional random fields
- belief networks
- conditional independence
- graph structure
- joint distribution
- message passing
- statistical relational learning
- probability distribution
- exact inference
- markov logic networks
- marginal distributions
- directed graphical models
- factor graphs
- undirected graphical models
- latent variables
- pairwise
- search algorithm
- optimal solution