MCMC for Doubly-intractable Distributions.
Iain MurrayZoubin GhahramaniDavid J. C. MacKayPublished in: UAI (2006)
Keyphrases
- approximate inference
- markov chain
- markov chain monte carlo
- probability distribution
- metropolis hastings algorithm
- monte carlo
- dirichlet process
- graphical models
- exponential distributions
- np complete
- belief propagation
- exponential family
- data sets
- random variables
- parameter estimation
- computational complexity
- neural network
- message passing
- bayesian inference
- posterior distribution
- joint distribution
- normal distribution
- generative model
- kullback leibler divergence
- markov random field
- dynamic programming