Correlated Equilibria for Approximate Variational Inference in MRFs.
Luis E. OrtizBoshen WangZe GongPublished in: PGM (2020)
Keyphrases
- variational inference
- bayesian inference
- probabilistic graphical models
- posterior distribution
- markov random field
- topic models
- gaussian process
- factor graphs
- probabilistic model
- belief propagation
- variational methods
- mixture model
- latent dirichlet allocation
- closed form
- graphical models
- parameter estimation
- markov networks
- approximate inference
- message passing
- exact inference
- exponential family
- graph cuts
- higher order
- conditional random fields
- hidden markov models
- hyperparameters
- active contours
- energy minimization
- conditional probabilities
- first order logic