Keyphrases
- approximate inference
- probabilistic model
- graphical models
- latent variables
- belief propagation
- conditional random fields
- bayesian networks
- exact inference
- probabilistic inference
- probabilistic graphical models
- variational methods
- random variables
- loopy belief propagation
- generative model
- markov networks
- factor graphs
- partition function
- bayesian inference
- expectation maximization
- expectation propagation
- belief networks
- dynamic bayesian networks
- topic models
- structured prediction
- generalized belief propagation
- mixture model
- conditional probabilities
- em algorithm
- variational inference
- undirected graphical models
- hidden variables
- message passing
- free energy
- active learning
- similarity measure
- computer vision
- gaussian process
- fixed point
- parameter estimation
- semi supervised
- pairwise