A View of Exact Inference in Graphs from the Degree-4 Sum-of-Squares Hierarchy.
Kevin BelloChuyang KeJean HonorioPublished in: AISTATS (2022)
Keyphrases
- exact inference
- graphical models
- approximate inference
- probabilistic inference
- bayesian networks
- belief networks
- belief propagation
- inference in bayesian networks
- structured prediction
- latent variables
- conditional random fields
- approximation algorithms
- expectation maximization
- dynamic bayesian networks
- probabilistic model
- variational methods
- pairwise
- image segmentation