FastInf: An Efficient Approximate Inference Library.
Ariel JaimovichOfer MeshiIan McGrawGal ElidanPublished in: J. Mach. Learn. Res. (2010)
Keyphrases
- approximate inference
- graphical models
- belief propagation
- exact inference
- parameter estimation
- probabilistic inference
- message passing
- variational methods
- gaussian process
- factor graphs
- loopy belief propagation
- bayesian networks
- latent variables
- free energy
- dynamic bayesian networks
- conditional random fields
- expectation propagation
- markov random field
- image processing
- random variables
- maximum likelihood
- information extraction
- pairwise
- structured prediction
- generalized belief propagation
- stereo matching
- matching algorithm
- training data
- similarity measure
- three dimensional