Expectation Consistent Approximate Inference: Generalizations and Convergence.
Alyson K. FletcherMojtaba Sahraee-ArdakanSundeep RanganPhilip SchniterPublished in: CoRR (2016)
Keyphrases
- approximate inference
- graphical models
- belief propagation
- probabilistic inference
- exact inference
- parameter estimation
- gaussian process
- message passing
- bayesian networks
- variational methods
- latent variables
- loopy belief propagation
- expectation propagation
- conditional random fields
- dynamic bayesian networks
- free energy
- graph cuts
- structured prediction
- random variables
- higher order
- factor graphs
- maximum likelihood
- semi supervised
- high quality
- machine learning