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Multilevel Monte Carlo estimation of log marginal likelihood

Published 23 Dec 2019 in stat.ML and cs.LG | (1912.10636v1)

Abstract: In this short note we provide an unbiased multilevel Monte Carlo estimator of the log marginal likelihood and discuss its application to variational Bayes.

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Authors (2)

  1. Takashi Goda 
  2. Kei Ishikawa 

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