Auxiliary Gibbs Sampling for Inference in Piecewise-Constant Conditional Intensity Models.
Zhen QinChristian R. SheltonPublished in: UAI (2015)
Keyphrases
- gibbs sampling
- piecewise constant
- parameter estimation
- markov chain monte carlo
- exact inference
- probabilistic model
- expectation maximization
- topic models
- statistical models
- random fields
- conditional probability distributions
- structured prediction
- belief networks
- markov chain
- graphical models
- em algorithm
- approximate inference
- feature space
- bayesian networks