Border Sampling through Coupling Markov Chain Monte Carlo.
Guichong LiNathalie JapkowiczTrevor J. StockiR. Kurt UngarPublished in: ICDM (2008)
Keyphrases
- markov chain monte carlo
- markov chain
- sampling algorithm
- parameter estimation
- generative model
- markov chain monte carlo sampling
- posterior distribution
- monte carlo
- bayesian inference
- importance sampling
- posterior probability
- approximate inference
- particle filter
- simulated annealing
- metropolis hastings
- particle filtering
- gibbs sampler
- probabilistic inference
- probability distribution
- maximum likelihood
- belief propagation
- bayesian networks
- model selection
- graphical models
- prior knowledge