Ultra-Fast Approximate Inference Using Variational Functional Mixed Models.
Shuning HuoJeffrey S. MorrisHongxiao ZhuPublished in: J. Comput. Graph. Stat. (2023)
Keyphrases
- approximate inference
- variational methods
- graphical models
- dynamic bayesian networks
- image segmentation
- parameter estimation
- expectation propagation
- probabilistic inference
- variational approximation
- message passing
- belief propagation
- probabilistic model
- structured prediction
- factor graphs
- bayesian networks
- conditional random fields
- co occurrence
- free energy
- variational inference
- prior knowledge