Sampling Table Configurations for the Hierarchical Poisson-Dirichlet Process.
Changyou ChenLan DuWray L. BuntinePublished in: ECML/PKDD (1) (2011)
Keyphrases
- dirichlet process
- nonparametric bayesian
- sampling algorithm
- markov chain monte carlo
- chinese restaurant process
- mixture model
- gaussian processes
- random sampling
- bayesian model
- multi task learning
- posterior distribution
- monte carlo
- closed form
- bayesian inference
- markov chain
- approximate inference
- posterior probability
- bayesian framework
- variational methods