The distribution of loop lengths in graphical models for turbo decoding.
Xianping GeDavid EppsteinPadhraic SmythPublished in: IEEE Trans. Inf. Theory (2001)
Keyphrases
- graphical models
- random variables
- belief propagation
- exponential family
- probabilistic model
- probabilistic inference
- bayesian networks
- probabilistic graphical models
- approximate inference
- conditional independence
- exact inference
- structure learning
- map inference
- markov networks
- statistical inference
- joint distribution
- graph structure
- belief networks
- message passing
- conditional random fields
- factor graphs
- chain graphs
- conditional probabilities
- marginal distributions
- generative model
- loopy belief propagation
- undirected graphical models
- probability distribution
- gaussian distribution
- latent variables
- incomplete information