Consensus Message Passing for Layered Graphical Models.
Varun JampaniS. M. Ali EslamiDaniel TarlowPushmeet KohliJohn M. WinnPublished in: AISTATS (2015)
Keyphrases
- graphical models
- message passing
- belief propagation
- approximate inference
- probabilistic inference
- probabilistic model
- factor graphs
- markov networks
- random variables
- bayesian networks
- probabilistic graphical models
- loopy belief propagation
- map inference
- structure learning
- energy minimization
- conditional independence
- free energy
- exact inference
- conditional random fields
- partition function
- belief networks
- bayesian inference
- expectation maximization
- image processing
- influence diagrams
- distributed systems
- markov random field
- semi supervised
- computer vision