Likelihood-free MCMC with Amortized Approximate Ratio Estimators.

Joeri Hermans Volodimir Begy Gilles Louppe

Published in: ICML (2020)

Keyphrases

monte carlo
markov chain
posterior probability
policy evaluation
markov chain monte carlo

search tree
worst case
standard deviation
importance sampling
exact computation

generative model
prior probabilities
binary search trees
mixture model
particle filtering

bayesian inference
data association
model selection
expectation propagation
particle filter