Parallel Markov Chain Monte Carlo via Spectral Clustering.
Guillaume W. BasseAaron SmithNatesh S. PillaiPublished in: AISTATS (2016)
Keyphrases
- spectral clustering
- markov chain monte carlo
- markov chain
- generative model
- parameter estimation
- data clustering
- monte carlo
- clustering method
- posterior probability
- posterior distribution
- clustering algorithm
- k means
- pairwise
- image segmentation
- particle filter
- bayesian inference
- approximate inference
- data association
- bayesian networks
- cluster analysis
- learning algorithm
- dirichlet process
- particle filtering
- latent variables
- probability density function
- unsupervised learning
- expectation maximization
- hidden markov models
- image processing