What is ... variational inference?

This page hosts information on Patrick Jähnichen's talk "What is variational inference?" at the "What is ...?" seminar.

Where & When

  • Friday, May 5, 2017, 1.00pm @ BMS Loft at Urania.

Abstract

  • In my talk I will give a (very) brief introduction into Bayesian probabilistic models. In general, we are interested in the posterior distribution over the latent variables in such a model. I will explain how we can turn this estimation problem into an optimization one and how to make use of properties of the exponential family of distributions to derive an elegant solution to it.

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Topic revision: 27 Apr 2017, AndrasTobias