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   Articles with "frequentist consistency" as a keyword



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Frequentist Consistency of Variational Bayes

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recommendations! Published in 2017 at "Journal of the American Statistical Association"

DOI: 10.1080/01621459.2018.1473776

Abstract: ABSTRACT A key challenge for modern Bayesian statistics is how to perform scalable inference of posterior distributions. To address this challenge, variational Bayes (VB) methods have emerged as a popular alternative to the classical Markov… read more here.

Keywords: variational bayes; variational approximations; frequentist consistency; consistency variational ... See more keywords