Stein Variational Message Passing for Continuous Graphical Models.
Dilin WangZhe ZengQiang LiuPublished in: ICML (2018)
Keyphrases
- graphical models
- message passing
- belief propagation
- sum product
- sum product algorithm
- free energy
- approximate inference
- factor graphs
- probabilistic inference
- probabilistic model
- random variables
- variational methods
- max product
- loopy belief propagation
- markov networks
- exact inference
- energy minimization
- conditional random fields
- bayesian networks
- structure learning
- probabilistic graphical models
- map inference
- belief networks
- distributed systems
- partition function
- high quality
- integer programming
- statistical relational learning
- stereo matching
- junction tree
- conditional independence
- image segmentation