Ideal Observer Computation by Use of Markov-Chain Monte Carlo With Generative Adversarial Networks.
Weimin ZhouUmberto VillaMark A. AnastasioPublished in: IEEE Trans. Medical Imaging (2023)
Keyphrases
- markov chain monte carlo
- generative model
- exact computation
- markov chain
- parameter estimation
- posterior distribution
- markov chain monte carlo sampling
- monte carlo
- posterior probability
- bayesian inference
- particle filter
- approximate inference
- topic models
- bayesian framework
- data association
- probabilistic model
- markov networks
- latent variables
- particle filtering
- bayesian networks
- least squares
- hidden markov models