Ideal Observer Computation by Use of Markov-Chain Monte Carlo with Generative Adversarial Networks.
Weimin ZhouUmberto VillaMark A. AnastasioPublished in: CoRR (2023)
Keyphrases
- markov chain monte carlo
- generative model
- exact computation
- parameter estimation
- markov chain
- bayesian inference
- markov chain monte carlo sampling
- posterior distribution
- posterior probability
- monte carlo
- em algorithm
- probabilistic model
- machine learning
- particle filter
- expectation maximization
- model selection
- approximate inference
- particle filtering
- data association
- topic models
- probabilistic inference
- energy function
- simulated annealing
- semi supervised
- probability distribution
- computer vision