Tensor Variable Elimination for Plated Factor Graphs.
Fritz ObermeyerEli BinghamMartin JankowiakNeeraj PradhanJustin T. ChiuAlexander M. RushNoah D. GoodmanPublished in: ICML (2019)
Keyphrases
- factor graphs
- variable elimination
- probabilistic inference
- graphical models
- exact inference
- inference in bayesian networks
- approximate inference
- message passing
- belief networks
- bayesian networks
- belief propagation
- parameter learning
- latent variables
- conditional probabilities
- probabilistic graphical models
- higher order
- markov networks
- junction tree
- influence diagrams
- probabilistic model
- variational methods
- random variables
- special case
- np hard
- structured prediction
- dynamic bayesian networks
- markov random field
- distributed systems
- cross validation