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Sequential Ensemble Transform for Bayesian Inverse Problems

Published in arXiv (Cornell University) • Sep 20, 2019
NobleIDNI9P69W63R10S34
Authors:
Aaron Myers
,
Alexandre H. Thiéry
,
Kainan Wang

Abstract

We present the Sequential Ensemble Transform (SET) method, an approach for generating approximate samples from a Bayesian posterior distribution. The method explores the posterior distribution by solving a sequence of discrete optimal transport problems to produce a series of transport plans which m...

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