Sample-efficient neural likelihood-free Bayesian inference of implicit HMMs

Sanmitra Ghosh, Paul J. Birrell, Daniela De Angelis

Likelihood-free inference methods based on neural conditional density estimation were shown to drastically reduce the simulation burden in comparison to classical methods such as A…