Particle Gibbs with Ancestor Sampling for Probabilistic Programs.
Jan-Willem van de MeentHongseok YangVikash MansinghkaFrank D. WoodPublished in: AISTATS (2015)
Keyphrases
- monte carlo
- markov chain monte carlo
- generative model
- probabilistic model
- data driven
- posterior probability
- bayesian networks
- information retrieval
- markov random field
- information theoretic
- uncertain data
- neural network
- sampling strategy
- probabilistic logic
- programming environment
- context sensitive
- real time
- random sampling
- sampling algorithm
- parameter estimation
- fixpoint
- sampling rate
- graphical models
- automatic programming