Expectation-maximization Bernoulli-Gaussian approximate message passing.
Jeremy P. VilaPhilip SchniterPublished in: ACSCC (2011)
Keyphrases
- message passing
- expectation maximization
- inference in graphical models
- mixture model
- em algorithm
- maximum likelihood
- gaussian mixture
- gaussian mixture model
- belief propagation
- sum product algorithm
- distributed systems
- probabilistic inference
- shared memory
- gaussian distribution
- junction tree
- gaussian model
- factor graphs
- markov random field
- distributed shared memory
- parameter estimation
- sum product
- approximate inference
- probabilistic model
- ldpc codes
- dual decomposition
- image segmentation
- probability density function
- graphical models
- loopy belief propagation
- hidden markov models
- bayesian framework
- maximum a posteriori