Approximate Inference via Fibrations of Statistical Games.
Toby St Clere SmithePublished in: ACT (2023)
Keyphrases
- approximate inference
- graphical models
- belief propagation
- probabilistic inference
- exact inference
- parameter estimation
- bayesian networks
- variational methods
- message passing
- loopy belief propagation
- gaussian process
- latent variables
- conditional random fields
- dynamic bayesian networks
- factor graphs
- structured prediction
- expectation propagation
- partition function
- random variables
- information extraction
- dynamic programming
- generalized belief propagation
- fixed point
- game theory
- post processing
- generative model
- markov random field
- least squares
- hidden markov models
- prior knowledge