Search Algorithms for m Best Solutions for Graphical Models.
Rina DechterNatalia FlerovaRadu MarinescuPublished in: AAAI (2012)
Keyphrases
- graphical models
- search algorithm
- belief propagation
- approximate inference
- probabilistic model
- probabilistic inference
- random variables
- markov networks
- probabilistic graphical models
- bayesian networks
- belief networks
- conditional independence
- graph structure
- factor graphs
- conditional random fields
- map inference
- branch and bound
- statistical inference
- undirected graphical models
- gaussian graphical models
- message passing
- structure learning
- exact inference
- generative model
- exponential family
- distributed systems
- structural learning