An efficient likelihood-free Bayesian inference method based on sequential neural posterior estimation

Yifei Xiong, Xiliang Yang, Sanguo Zhang +1

Sequential neural posterior estimation (SNPE) techniques have been recently proposed for dealing with simulation-based models with intractable likelihoods. Unlike approximate Bayes…