Tensor Variable Elimination for Plated Factor Graphs.
Fritz ObermeyerEli BinghamMartin JankowiakJustin T. ChiuNeeraj PradhanAlexander M. RushNoah D. GoodmanPublished in: CoRR (2019)
Keyphrases
- variable elimination
- factor graphs
- probabilistic inference
- graphical models
- exact inference
- approximate inference
- inference in bayesian networks
- message passing
- bayesian networks
- belief networks
- belief propagation
- probabilistic graphical models
- higher order
- parameter learning
- markov networks
- junction tree
- latent variables
- structure learning
- probabilistic model
- influence diagrams
- random variables
- distributed systems
- dynamic bayesian networks
- variational methods
- conditional probabilities
- markov random field
- model selection
- image sequences
- structured prediction
- sensitivity analysis
- np hard