Divide and conquer in ABC: Expectation-Progagation algorithms for likelihood-free inference

Simon Barthelmé, Nicolas Chopin, Vincent Cottet

ABC algorithms are notoriously expensive in computing time, as they require simulating many complete artificial datasets from the model. We advocate in this paper a "divide and con…