Sequential Neural Likelihood: Fast Likelihood-free Inference with Autoregressive Flows

Papamakarios, G; Sterratt, DC; Murray, I

Papamakarios, G (reprint author), Univ Edinburgh, Edinburgh, Midlothian, Scotland.

22ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 89, 2019; 89 (): 837

Abstract

We present Sequential Neural Likelihood (SNL), a new method for Bayesian inference in simulator models, where the likelihood is intractable but simula......

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