Approximate inference of marginals using the IBIA framework.
Shivani BathlaVinita VasudevanPublished in: NeurIPS (2023)
Keyphrases
- approximate inference
- graphical models
- belief propagation
- message passing
- bayesian networks
- gaussian process
- dynamic bayesian networks
- probabilistic inference
- probabilistic model
- parameter estimation
- loopy belief propagation
- exact inference
- probability distribution
- latent variables
- expectation propagation
- machine learning
- variational methods
- random variables
- three dimensional