Amortized Population Gibbs Samplers with Neural Sufficient Statistics.
Hao WuHeiko ZimmermannEli SenneshTuan Anh LeJan-Willem van de MeentPublished in: CoRR (2019)
Keyphrases
- sufficient statistics
- markov chain monte carlo
- data points
- generative model
- random sampling
- hidden variables
- k means
- worst case
- markov chain
- decision trees
- bayesian inference
- probabilistic model
- expectation maximization
- markov random field
- transition probabilities
- statistical queries
- random walk
- parameter estimation
- lower bound
- image segmentation
- social networks