Exact Inference on Gaussian Graphical Models of Arbitrary Topology using Path-Sums.
Pierre-Louis GiscardZ. ChooS. J. ThwaiteD. JakschPublished in: J. Mach. Learn. Res. (2016)
Keyphrases
- gaussian graphical models
- graphical models
- exact inference
- arbitrary topology
- random variables
- belief propagation
- approximate inference
- probabilistic inference
- probabilistic model
- bayesian networks
- belief networks
- conditional random fields
- latent variables
- message passing
- markov random field
- variational methods
- d objects
- high quality