Amortized Population Gibbs Samplers with Neural Sufficient Statistics.

Hao Wu Heiko Zimmermann Eli Sennesh Tuan Anh Le Jan-Willem van de Meent

Published in: ICML (2020)

Keyphrases

sufficient statistics
markov chain monte carlo
k means
worst case
data points
hidden variables
parameter estimation
markov random field
random sampling
bayesian inference
data sets
feature selection
higher order
posterior probability
inductive inference
transition probabilities