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Patterns of scalable Bayesian inference

Abstract

Patterns of Scalable Bayesian Inference seeks to identify unifying principles, patterns, and intuitions for scaling Bayesian inference. It reviews existing work on utilizing modern computing resources with both MCMC and variational approximation techniques and comments on the path forward

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Last time updated on 29/04/2021

This paper was published in CERN Document Server.

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