Soft Evidential Update via Markov Chain Monte Carlo Inference.
Dominik JainMichael BeetzPublished in: KI (2010)
Keyphrases
- markov chain monte carlo
- bayesian inference
- markov chain
- parameter estimation
- gibbs sampling
- posterior distribution
- generative model
- monte carlo
- posterior probability
- approximate inference
- particle filter
- markov chain monte carlo sampling
- particle filtering
- data association
- gibbs sampler
- simulated annealing
- evolutionary algorithm
- bayesian framework
- hidden markov models
- markov logic
- message passing
- probabilistic inference
- graphical models
- prior knowledge