6 citations · 19 across the 9 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
stat.CO2015★ 6 cited
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…
stat.CO2015
Expectation Propagation in the large-data limit
Guillaume Dehaene, Simon Barthelmé
Expectation Propagation (Minka, 2001) is a widely successful algorithm for variational inference. EP is an iterative algorithm used to approximate complicated distributions, typica…