Independent Doubly Adaptive Rejection Metropolis Sampling Within Gibbs Sampling.
Luca MartinoJesse ReadDavid LuengoPublished in: IEEE Trans. Signal Process. (2015)
Keyphrases
- gibbs sampling
- markov chain monte carlo
- gibbs sampler
- markov chain
- parameter estimation
- sampling methods
- posterior distribution
- sampling algorithm
- topic models
- monte carlo
- generative model
- approximate inference
- bayesian inference
- simulated annealing
- posterior probability
- maximum likelihood
- latent dirichlet allocation
- expectation maximization
- particle filtering
- belief networks
- sample size
- em algorithm
- random sampling
- particle filter
- bayesian framework
- belief propagation
- neural network
- markov random field
- co occurrence
- probability distribution
- exact inference
- data analysis
- information retrieval